Self-labeling miniproteins and conjugates comprising them

ABSTRACT

Disclosed are reactive miniproteins, and peptides comprising them. The miniproteins and peptides are amino acid sequences not found in nature that are able to undergo SNAr chemistry and other nucleophilic based reactions. Also disclosed are conjugates comprising at least one of the reactive miniproteins or peptides, and methods of forming these conjugates.

RELATED APPLICATION

This application claims the benefit of priority to U.S. Provisional Patent Application Ser. No. 62/450,127, filed Jan. 25, 2017.

GOVERNMENT SUPPORT

This invention was made with Government support under Grant No. N66001-14-2-4058 awarded by the Space and Naval Warfare Systems Center, Grant No. 023504-001 awarded by the Defense Advanced Research Projects Agency. The Government has certain rights in the invention.

SEQUENCE LISTING

The instant application contains a Sequence Listing which has been submitted electronically in ASCII format and is hereby incorporated by reference in its entirety. Said ASCII copy, created on Jan. 22, 2018, is named MTV-168_25_SL.txt and is 110,494 bytes in size.

BACKGROUND

Nature has evolved over billions of years using a vast sequence space to design proteins for site-specific chemistry. For example, enzymes have high reactivity and selectivity with precise active site design. Amino acid reactivity can be modulated by tuning the pK_(a), hydrogen bonding, alpha-helical placement, and proximal charges. However, enzymes are generally larger than 100 amino acids, and it is difficult to produce this synthetically in the lab. The ability to precisely conjugate small molecules to proteins of interest is a major field of current research.^(1,2) For bioconjugation, the toolkit includes bioorthogonal methods via the use of non-natural amino acids³⁻⁶, non-selective chemistry that stochastically labels proteogenic residues (maleimide and N-hydroxysuccinimide probes for instance), enzyme-assisted⁷⁻⁹, and protein mediated approaches.¹⁰⁻¹² There remains a need to discover self-labeling variants for regioselective high yielding bioconjugation under mild, protein compatible conditions.

SUMMARY

Disclosed are reactive miniproteins. The miniproteins and peptides are amino acids sequences not found in nature that are able to undergo S_(N)Ar chemistry and other nucleophilic based reactions.

In one aspect, the present disclosure relates to a peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158.

In another aspect, the disclosure relates to a conjugate comprising any one of the miniproteins or peptides disclosed herein and an antibody, a drug, a polypeptide, a protein, or a probe, or a combination thereof.

In still another aspect, the disclosure relates to a method of conjugating a peptide, wherein the peptide is any one of the miniproteins or peptides disclosed herein, to a reactive drug or a reactive probe.

In still another aspect, the disclosure relates to a method of conjugating a fusion protein, wherein the fusion protein comprises a protein and any one of the miniproteins or peptides disclosed herein and an antibody, a drug, a polypeptide, a protein, or a probe, or a combination thereof.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1A shows a random cysteine containing peptide with minimal reactivity toward the electrophile pentafluorophenyl sulfide.

FIG. 1B shows a selected miniprotein with enhanced reactivity via several mechanisms.

FIG. 1C shows a nucleophilic aromatic substitution reaction between an exemplary miniprotein MP01 and a perfluoroaromatic.

FIG. 2A shows CD spectra of an exemplary miniprotein (Gen4 variant, 8_1) and the CA labeled Gen4 (8_1-CA) at room temperature.

FIG. 2B shows CD spectra of exemplary miniproteins.

FIG. 3A shows CD analysis of an exemplary miniprotein (Gen4(C11S) with the CA at varying concentrations.

FIG. 3B shows CD analysis of an exemplary miniprotein (Gen4(C11A) with the CA at varying concentrations.

FIG. 3C shows thermal melting for an exemplary miniprotein without Cys with 10×CA (C11A-10×CA) compared to an exemplary miniprotein with Cys (Gen4, 8_1) and a CA labeled exemplary miniprotein with Cys (Gen4-CA, 8_1-CA).

FIG. 3D shows protease stability of to an exemplary miniprotein with Cys (Gen4), a CA labeled exemplary miniprotein with Cys (Gen4-CA), an exemplary miniprotein without Cys with 10×CA (Gen4(C11S) with 10×CA), and an exemplary miniprotein with Cys bound to only the perfluoroaromatic portion of the CA (Gen4-pfp).

FIG. 4 shows selection scheme with the capture agent (CA) and library design. An mRNA display selection scheme and an embodiment of the water-soluble CA is shown as a cartoon and chemical structure.

FIG. 5 shows a miniprotein library design sequence (SEQ ID NO: 331) depicting the random region with the doped FCPF (SEQ ID NO: 164) and the C-terminal constant region.

FIG. 6 shows qPCR based selection round yield for both libraries.

FIG. 7 shows a summary of key NGS data depicting the distributions of unique sequences appearing at discrete copy numbers. Inset is an edit distance family analysis (sequences <7 residues different were considered in the same family) on 10 selected miniproteins. Circles represents a single sequence, the area of which depicts its copy number. Lines connecting circles represent single amino acid difference in the sequence.

FIG. 8A shows motif analysis for the reduced library depicting the most frequent 4mer motifs (SEQ ID NOs: 160-173, respectively, in order of appearance from left to right).

FIG. 8B shows motif analysis for the not reduced library depicting the most frequent 4mer motifs (SEQ ID NOs: 160-164, 174, 175, 165, 176-178, 166, 167, 179, 169-173, and 180, respectively, in order of appearance from left to right).

FIG. 9A shows motif analysis for the reduced library depicting the most frequent 5mer motifs (SEQ ID NOs: 196-199, respectively, in order of appearance from left to right).

FIG. 9B shows motif analysis for the not reduced library depicting the most frequent 5mer motifs (SEQ ID NOs: 200-208, respectively, in order of appearance from left to right).

FIG. 10A shows motif analysis for the reduced library depicting the most frequent 6mer motifs (SEQ ID NOs: 209-234, respectively, in order of appearance from left to right).

FIG. 10B shows motif analysis for the not reduced library depicting the most frequent 6mer motifs (SEQ ID NOs: 235-265, respectively, in order of appearance from left to right).

FIG. 11A shows motif analysis for the reduced library depicting the most frequent 7mer motifs (SEQ ID NOs: 266-293, respectively, in order of appearance from left to right).

FIG. 11B shows motif analysis for the not reduced library depicting the most frequent 7mer motifs (SEQ ID NOs: 294-324, respectively, in order of appearance from left to right).

FIG. 12 shows a cartoon depiction of the kinetics measurement reactions.

FIG. 13 shows the kinetics of an exemplary miniprotein (Gen4) using standard reaction conditions with the addition of denaturant.

FIG. 14A shows CD analysis of an exemplary miniprotein (Gen4) in the presence and absence of guanidinium chloride.

FIG. 14B shows CD analysis of an exemplary CA-bound miniprotein (Gen4-CA) in the presence and absence of guanidinium chloride.

FIG. 15 shows truncation analysis of Gen4 comparing second order rate constants. Figure discloses SEQ ID NOS: 137, 132, 131, 136, 133, and 138-141 as bars and SEQ ID NOS: 329 and 326-328 as labels beneath the bars (for sequences with 4 or more residues), respectively, in order of appearance.

FIG. 16 shows second order rate constants of exemplary truncated miniproteins (Gen3_1). Figure discloses SEQ ID NOS: 132, 131, 130, 116, and 124-129 as bars and SEQ ID NOS: 326-328 as labels beneath the bars (for sequences with 4 or more residues), respectively, in order of appearance.

FIG. 17 shows second order rate constants of an exemplary miniprotein (Gen4) at various pH values.

FIG. 18 shows second order rate constants of exemplary miniproteins as bars (MP01, SEQ ID NO: 13, and an alanine scan, SEQ ID NOs: 83-89, 12, 90, 64, 91-93, 63, and 94-105, respectively, in order of appearance from left to right).

FIG. 19 shows second order rate constants of exemplary miniproteins with various alanine point mutations.

FIG. 20 shows second order rate constants of exemplary miniproteins with various H19 variants.

FIG. 21 shows second order rate constants of exemplary miniproteins with various point mutations.

FIG. 22 shows the plot of integrated TIC peak area to determine a second order rate constant for the kinetic analysis of MP01 Gen2 Q3A.

FIG. 23 shows the plot of integrated TIC peak area to determine a second order rate constant for the kinetic analysis of MP01 Gen2 K9A.

FIG. 24 shows the plot of integrated TIC peak area to determine a second order rate constant for the kinetic analysis of MP01 Gen2 K20A.

FIG. 25 shows the plot of integrated TIC peak area to determine a second order rate constant for the kinetic analysis of exemplary miniproteins (Gen3 and Gen4).

FIG. 26 shows LCMS conversion analysis and rate constant comparison between the starting peptide (MP01-Gen1) and the final peptide (MP01-Gen4).

DETAILED DESCRIPTION

The selective modification of one side-chain functionality at one specific site in a protein is very challenging. This need for regio- and chemoselective bioconjugation reactions from only the natural 20 amino acids is of great importance especially for attachment of probes to proteins or to manufacture antibody-drug conjugates. For bioconjugation, the toolkit includes bioorthogonal methods via the use of non-natural amino acids³⁻⁶, non-selective chemistry that stochastically labels proteogenic residues (maleimide and N-hydroxysuccinimide probes for instance), enzyme-assisted⁷⁻⁹, and protein mediated approaches. Paralleling these reactions, the utility of S_(N)Ar chemistry for bioconjugation using perfluoroaromatics was demonstrated with a 4-residue peptide sequence, FCPF (SEQ ID NO: 164), capable of selectively self-labeling in the presence of other endogenous cysteines.¹³ An approach leveraging mutation and conjugating additional canonical amino acid sequences to proteins is described herein. Exploring the large sequence space along with a selection procedure led to the discovery of artificial genetically encodable variants that displayed some of the profound chemistry already developed through evolution.

Large sequence diversity (>10⁹ members) from in vitro selection techniques has been used to discover reactive biomolecules including functional RNA and peptides following the initial report of a self-alkylating ribozyme.¹⁴ RNA sequences using various selection strategies have been found to covalently react with iodobiotin,¹⁴ fluorescein iodoacetamide¹⁵ in addition to genome-derived RNA capable of reacting with several electrophilic probes.¹⁶ For peptides, a phage display experiment led to the discovery of 11-mer sequences containing a central homopropargylglycine that reacted with palladium-activated iodofluorescein.¹⁷ Likewise, using an altered cDNA display protocol, Kawakami et al. isolated two short (13/14mer) peptides capable of self-labeling.¹⁸

Here, the focus shifted from short peptides to search the functional capabilities of larger, 30-mer miniproteins to accelerate self-labeling chemistry in mild aqueous conditions for regio- and chemoselective bioconjugation. In contrast to short peptides, using longer sequences allows for the discovery of new reactivity by alternative mechanisms of activation arising from long-range interactions, potential structural features and diverse functionality (FIGS. 1A and 1B). Possessing a defined function and suitable size—in the size range of known miniproteins (12-42 residues)¹⁹⁻²²—such sequences are referred to as ‘miniproteins’ whether or not they possess a defined structure when put in context with the numerous examples of intrinsically disordered proteins.²³

Enzymes can access many different mechanisms in order to facilitate rapid chemical transformations. Understanding these biopolymers requires, in part, knowledge of the reaction pathway along with a detailed description accounting for, potentially, numerous other residues in addition to solvation and ligand binding effects. Studies on enzymes have suggested a host of general reaction rate-enhancing mechanisms including: residue activation²⁴, reaction pathway preorganization²⁵, transition state stabilization²⁶ and reactant destabilization²⁷ among others. It has been proposed that such strategies rely on combinations of electrostatic interactions (proximal charges, dipole interaction and solvation)²⁸, steric effects²⁹, in addition to energies of substrate binding²⁷ and desolation³⁰ in order to achieve their rate enhancement. These mechanisms do not necessarily require a rigid active site as structural dynamics and coupled motions are often observed and suggested to play important roles³¹⁻³³. In fact, enzymes displaying significant conformational dynamics have been reported³⁴ along with molten globule³⁵ and intrinsically disordered enzymes³⁶.

Compared to large enzymes, it is not obvious whether, when given the same set of monomers, small to midsized reactive peptides (≤30 amino acids, with or without substrate turnover) are capable of accessing similar activation mechanisms. Some of the smallest enzymes found naturally like lysozyme and barnase are still over 100 amino acids in length^(37,38). Smaller still are 4-oxalocrotonate tautomerase (˜62 residues, though it exists as a hexamer in solution)³⁹ or the 6 kDa mini-matrilysin enzyme fragment⁴⁰, yet these are still relatively large. From a purely size-based analysis, the diversity of possible structural features and substrate interaction mechanisms may be limiting. Add to this the difficulty of obtaining defined structural elements with around 30 amino acids—a size realm that often needs disulfide bonds or cyclization to impart stability⁴¹—and the possibility of obtaining mechanisms besides local, direct amino acid activation (tuning the pKa of a residue for example) may appear unlikely. However, the perceived difficulty peptides have of interacting with their substrate may be mitigated to an extent from studies in which short peptides have been developed to bind small molecules, a feature that may be needed for reactivity^(42,43). Similarly, the need for structure may not be as critical in the context of conformationally dynamic enzymes.

Expanding on this, there are many examples of peptide and amino acid catalysts (though sometimes in nonaqueous conditions), providing evidence that short sequences can be successfully tuned for functions of interest^(44,45).

Knowledge of reactive peptides is perhaps less fleshed out simply due to the small number of such peptides—especially those that perform their role in water, under conditions similar to those used by nature. Research in this vein has been spurred by advancements from in vitro selection and screening protocols. These methods have provided a means to discover functional peptides not observed in nature. Many of these studies have focused on short peptides that covalently react with a target molecule and lack enzymatic turnover. Already, peptides that react with p-(chloromethyl)benzamide¹⁸, palladium-activated iodofluorescein¹⁷ and 2-cyanobenzothiazole⁴⁶ along with perfluoroaromatics¹³ have been discovered. Much remains to be learned about such sequences undergo their respective transformations.

Here, the properties of one such midsized peptide (MP01, SEQ ID NO: 13) that is capable of reacting with a perfluoroaromatic probe (FIG. 1C) were investigated. Originally isolated from an mRNA display selection, MP01 (SEQ ID NO: 13) was shown to exhibit random coil-like secondary structure and displayed a sensitivity to severe truncation. Beyond this, the functional requirements of the sequence were not known. Its amino acid requirements and mutational tolerability along with its conformational properties and small molecule interactions were studied. An alanine scan in addition to modeling its structural landscape using Rosetta ab initio prediction⁴⁷ were performed. Combining insights from these two methods several directed point mutations were made to probe MP01's (SEQ ID NO: 13) reactivity. The modified peptides were studied using structural and biochemical means, uncovering a probe mediated secondary structure alteration with improved protease stability in the presence of the small molecule.

Miniproteins and Peptides

The miniproteins and peptides are amino acids sequences not found in nature that are able to undergo S_(N)Ar chemistry and other nucleophilic based reactions. In some embodiments of the peptides disclosed herein, the amino acid sequence uses the 20 natural amino acids.

In one aspect, the present disclosure provides a peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consisting of an amino acid sequence selected from Table 1.

TABLE 1  Exemplary sequences of miniproteins and peptides SEQ ID NO. Sequence Name 1 MHQKYKMTKDCFFSFLAHHKQRKLYPMSG 2 MHQKYKMTKDCFFSFLAHRKKRKLYPMSG 3 MHQKYKMTKDCFFPFLAHHKKRKLYPMSG 4 MHQKYKMTKDCFFSFLAHHKMRKLYPMSG 5 MHQKYKMTKDCFFSFLAHHKKRKLYPMSG 6 MHQKYKVTKDCFFSFLAHHKKRKLYPMSG 7 MHRKYKMTKDCFFSFLAHHKKRKLYPMSG 8 MHQKYKMTKDCFFSFLAHHKKRKLYPMGG 9 MHQKYKMTKDCFFSFLAHHKKRKSYPMSG 10 MHQKYKMTKDCFFSSLAHHKKRKLYPMSG 11 MHQKYKMTKDCFFSFLSHHKKRKLYPMSG 12 MHQKYKMAKDCFFSFLAHHKKRKLYPMSG MP01-T8A 13 MHQKYKMTKDCFFSFLAHHKKRKLYPMSG MP01/MP01-C 14 MHRKYKMKKDCFFSFLAHHKKRKLYPMSG 15 MHRKYEMTKDCFFSFLAHHKKRKLYPMSG 16 MYQKYKMTKDCFFSFLAHHKKRKLYPMSG 17 MHQKHKMTKDCFFSFLAHHKKRKLYPMSG 18 MHQKYKMTEDCFFSFLAHHKKRKLYPMSG 19 MHQKYKMTRDCFFSFLAHHKKRKLYPMSG 20 MHQKYKMTKNCFFSFLAHHKKRKLYPMSG 21 MHQKYKITKDCFFSFLAHHKKRKLYPMSG 22 MHQKYKMTKDCFFSFLAHHKKRKLYPMNG 23 MHQKYKMTKDCFFSFLAHHKKRKLYPTSG 24 MHQKYKMTKDCFFSFLAYEKKRKLYPMSG 25 MQQKYKMTKDCFFSFLAHHKKRKLYPMSG 26 MHQKCKMTKDCFFSFLAHHKKRKLYPMSG 27 MHQKYKMTKDCFFSFLAHHKKRRLYPMSG 28 MHQKYKMTKDCFFSFLTHHKKRKLYPMSG 29 MHQKYKMTKDCFLSFLAHHKKRKLYPMSG 30 MHQKYKMTKDCFFSFLAHHKKRKLYPVSG 31 SFLAHHKKRKLYPMSG 32 MHQKYKMTKDCFFSFLAHHKKRKLHPMSG 33 MRQKYKMTKDCFFSFLAHHKKRKLYPMSG 34 MHQKYKMTKDCFFSFLAHHKKGKLYPMSG 35 MPNYGPLSPSQPSRGYTFWMVPIWDNSHNAAG 36 MPNHGPLSPSQPSHGYTFWMVPIWDNSHNAAG 37 MPNYGLLSPSQPSHGYTFWMVPIWDNSHNAAG 38 MPNYGPLSPSQPSHGYTFWMVPIWDNSHSAAG 39 MPNYGPLSPSQPSHGYTFWMVPIWDNSHNAAG MP02 40 MTSVTASLLMHFCPIRAHITNKPSFNPSG MP03 41 MTSVTASPLMHLCPIRAHITNKPSFNPSG 42 MRTPIKFAPRLSQPFCPFRKQHQLHLHPLIEG MP04 43 MRTPIKFAPRLSQPFCPFRKQRQLHLHPLIEG 44 MRPCARRDRTLWCPFDSPAWFLLSGFSCG MP05 45 MRPCARRGRTLWCPFDSPAWFLLSGFSCG 46 MGIVHNATRFPKRCFYSFIATRQSMNSIRVSG 47 MGIVHNATRFPKRCFYSFIATRQSKDSIRVSG 48 MGIVHNATRLPKRCFYSFIATRQSKNSIRVSG 49 MGIVHNATRFPKRCFYSFIATRQSKNSIRVSG  MP06 50 MRTFSSDQRFSKKCYRIYFHKLRQRNRNTSVG 51 MKTFSSDQRFSKKCYRIYFHKLRQGNHNTSVG 52 MKTFSSDQRFSKKCYRIYFHKLRQRNHNTSVG MP07 53 MQHEDLCTWYGFCPSGNFTPRNLRGDSDG MP08 54 MRYIYVLRLKSWCGGASARSPPRSCATKLLG 55 MRYVYVLRLKSWCGGASARSSPRSCATKLLG 56 MRYIYVLRLKSWCGGASARSSPRSCATKLLG MP09 57 MRYIYVLRLKSWCGGASARSPPRSCATKLLG 58 MHSAYLRKSMRQLCYSRRTLHNIHVMSHRG 59 MHNAYLRKSMRQLCYFRRTLHNIHVMSHRG MP10 60 MHQKYKMIKDCFFSFLAHAKKRKLYPMSG 61 MHQKYKMTKDCFFSFLAHVKKRKLYPMSG MP01-H19V 62 MHQKYKMTKDCFFSFLAHLKKRKLYPMSG MP01-H19L 63 MHQKYKMTKDCFFAFLAHHKKRKLYPMSG MP01-S14A 64 MHQKYKMTKACFFSFLAHHKKRKLYPMSG MP01-D10A 65 MHQKYKMAKDCFFSFLAHHKKRKLYPMSG 66 MHQKYKMAKACFFSFLAHHKKRKLYPMSG MP01-T8/D10A 67 MHQKYKMAKDCFFAFLAHHKKRKLYPMSG MP01-T8/S14A 68 MHQKYKMIKACFFAFLAHHKKRKLYPMSG 69 MHQKYKMAKACFFAFLAHHKKRKLYPMSG 3 Ala, MP01- T8/D10/S14A 70 MHQKYKMAKACFFAFLAHAKKRKLYPMSG 4 Ala, MP01- T8/D10/S14/ H19A 71 MHQKYKMAKACFFAFLAHLKKRKLYPMSG MP01-T8/D10/ S14A, H19L (MP01-Gen 2; 3A, 1L) 72 MHQKYKMAKACFLAFLAHLKKRKLYPMSG 73 MHQKFKMAKACFFAFLAHLKKRKLYPMSG 74 MHQKYKMAAACFFAFLAHLKKRKLYPMSG 75 MHQKYKMAKACFFAFLAHLKKRKLYPVSG 76 MHAKYKMAKACFFAFLAHLKKRKLYPMSG 77 MHQKYKMARACFFAFLAHLKKRKLYPMSG 78 MRQKYKMAKACFFAFLAHLKKRKLYPMSG 79 MHQKYKMAKACFFAFLAYLKKRKLYPMSG 80 MTHYRDNYYLQLQCTT 81 MHQKYKMTKDCFFSFLAHHKKRKLYPMSGSGS MP01-Full LGHEIREIHHRL 82 MPNYGPLSPSQPSHGYTFWMVPIWDNSHNAAG MP02-Full SGSLGHHHHHHRL 83 AHQKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-M1A 84 MAQKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-H2A 85 MHAKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-Q3A 86 MHQAYKMTKDCFFSFLAHHKKRKLYPMSG MP01-K4A 87 MHQKAKMTKDCFFSFLAHHKKRKLYPMSG MP01-Y5A 88 MHQKYAMTKDCFFSFLAHHKKRKLYPMSG MP01-K6A 89 MHQKYKATKDCFFSFLAHHKKRKLYPMSG MP01-M7A 90 MHQKYKMTADCFFSFLAHHKKRKLYPMSG MP01-K9A 91 MHQKYKMTKDSFFSFLAHHKKRKLYPMSG MP01-C11S 92 MHQKYKMTKDCAFSFLAHHKKRKLYPMSG MP01-F12A 93 MHQKYKMTKDCFASFLAHHKKRKLYPMSG MP01-F13A 94 MHQKYKMTKDCFFSALAHHKKRKLYPMSG MP01-F15A 95 MHQKYKMTKDCFFSFAAHHKKRKLYPMSG MP01-L16A 96 MHQKYKMTKDCFFSFLAAHKKRKLYPMSG MP01-Hl8A 97 MHQKYKMTKDCFFSFLAHAKKRKLYPMSG MP01-H19A 98 MHQKYKMTKDCFFSFLAHHAKRKLYPMSG MP01-K20A 99 MHQKYKMTKDCFFSFLAHHKARKLYPMSG MP01-K21A 100 MHQKYKMTKDCFFSFLAHHKKAKLYPMSG MP01-R22A 101 MHQKYKMTKDCFFSFLAHHKKRALYPMSG MP01-K23A 102 MHQKYKMTKDCFFSFLAHHKKRKAYPMSG MP01-L24A 103 MHQKYKMTKDCFFSFLAHHKKRKLAPMSG MP01-Y25A 104 MHQKYKMTKDCFFSFLAHHKKRKLYAMSG MP01-P26A 105 MHQKYKMTKDCFFSFLAHHKKRKLYPASG MP01-M27A 106 MNQKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-H2N 107 MHEKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-Q3E 108 MHQKYKKTKDCFFSFLAHHKKRKLYPMSG MP01-M7K 109 MHQKYKMTKDCFFSFLEHHKKRKLYPMSG MP01-A17E 110 MHQKYKMTKDCFFSFLAHLKKRKLYPMSG MP01-H19L 111 LHQKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-M1L 112 MHQKYKMTKACFFAFLAHHKKRKLYPMSG MP01-D10/ S14A 113 LHAKYKMTKDCFFSFLAHHKKRKLYPMSG MP01-M1L,  Q3A 114 LHQKYKMAKACFFAFLEHLKKRKLYPMSG 115 LHQKYKMAKACFFAFLAHLKKRKLYPMSG Gen 2-M1L 116 MHQKYKMAKACFFAFLEHLKKRKLYPMSG Gen 2-A17E (MP01-Gen 3_1) 117 MHEKYKMAKACFFAFLAHLKKRKLYPMSG Gen 2-Q3E 118 MHAKYKMAKACFFAFLAHLKKRKLYPMSG Gen 2-Q3A 119 MHQKYKMAAACFFAFLAHLKKRKLYPMSG Gen 2-K9A 120 MHQKYKMAKACFFAFLAHLAKRKLYPMSG Gen 2-K20A 121 MNQKYKMAKACFFAFLAHLKKRKLYPMSG Gen 2-H2N (MP01-Gen  3-2) 122 MHEKYKMAKACFFAFLEHLKKRKLYPMSG Gen 3_1-Q3E 123 MHEKYKKAKACFFAFLEHLKKRKLYPMSG Gen3_1-Q3E/ M7K 124 MHQKYKMAKACFFAFLEHLKKRKLYPMS Gen3_1 (-G) 125 MHQKYKMAKACFFAFLEHLKKRKLYPM Gen3_1 (-SG) 126 MHQKYKMAKACFFAFLEHLKKRKLYP Gen3_1 (-MSG) 127 MHQKYKMAKACFFAFLEHLKKRKLY Gen3_1  (-PMSG (SEQ ID NO: 326)) 128 MHQKYKMAKACFFAFLEHLKKRKL Gen3_1  (-YPMSG (SEQ ID NO: 327)) 129 MHQKYKMAKACFFAFLEHLKKRK Gen3 1  (-LYPMSG (SEQ ID NO: 328)) 130 HQKYKMAKACFFAFLEHLKKRKLYPMSG Gen3_1 (-M) 131 QKYKMAKACFFAFLEHLKKRKLYPMSG Gen3_1 (-MR)/ Gen4 (-MN) 132 KYKMAKACFFAFLEHLKKRKLYPMSG Gen3_1  (-MHQ)/Gen4 (-MNQ) 133 MNQKYKMAKACFFAFLEHLKKRKLYPMSG MP01-Gen 4 134 MNQKYKMAKAAFFAFLEHLKKRKLYPMSG Gen4 (C11A) 135 MNQKYKMAKASFFAFLEHLKKRKLYPMSG Gen4 (C11S) 136 NQKYKMAKACFFAFLEHLKKRKLYPMSG Gen4 (-M) 137 YKMAKACFFAFLEHLKKRKLYPMSG Gen4 (-MNQK (SEQ ID NO: 329)) 138 MNQKYKMAKACFFAFLEHLKKRKLYPMS Gen4 (-G) 139 MNQKYKMAKACFFAFLEHLKKRKLYPM Gen4 (-SG) 140 MNQKYKMAKACFFAFLEHLKKRKLYP Gen4 (-MSG) 141 MNQKYKMAKACFFAFLEHLKKRKLY Gen4 (-PMSG (SEQ ID NO: 326)) 142 MNQKYKMAKACFFAFLEHLKKRKL Gen4 (-YPMSG (SEQ ID NO: 327)) 143 MNQKYKMAKACFFAFLEHLKKRK Gen4 (-LYPMSG (SEQ ID NO: 328)) 144 MVKLSGKERTTRNCFFSFLASRRTKKFNNLSG MP12 145 MGHLHICMVWRVNTSGHILSVGHKSYSSHKTG MP13 146 MSSGTHYGILNMVIRCHLVKNQTSQMVVLTTG MP14 147 MHHYCSKMKRRILMHYLFANTMAHRDLGTNG MP15 148 MHLRMIRYLNRRRHLCHVVEIRHGLFASREIG MP16 149 MNGHYPCYLITSVLVGATTSGVPVVVHLRVG MP17 150 MRHYHLTCFQGFRIFRRTVDSLEMEISLG MP18 151 MHMHKTTSYRIRVLVGVDVYRMSHTCLTSSSG MP19 152 MHTSLRSRAKSHSRSFGKCASIYTRYLKMG MP20 153 MQNSKHRPRRCLRLLPLLRGHLHRMFRERG MP21 154 MRSTHQRVRRPRNLCSFKHKWLIKFLKTLTG MP22 155 MRRTPSTRARGRVFLLPTLRFFITLCNLNG MP24 156 MNRIFHKRSTYQMVFGRCSDFTSTYHVLISYG MP25 157 MTATSSSTSRGCRPSTAQVVQRLRGLLLVVG MP26 158 MLFMRLTKKTMATKFCPFRRKRKHRERRALYG MP27 159 KMTKDCFFSFL MP01-T

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-33.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-34.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 34-66.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 35-59.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 67-98.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 63-160.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81-113, and 115-158.

In some embodiments, the peptide consists of an amino acid sequence having at least 90% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-33.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-34.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 34-66.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 35-59.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 67-98.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 60-158.

In some embodiments, the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81-113, and 115-158.

In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81, 82, 90, 97, 98, 104, 106-113, 115-123, 133, and 144-158.

In some embodiments of the peptides disclosed herein, the peptide consists of an amino acid sequence having at least 90%, at least 91%, at least 92%, at least 93%, at least 94%, at least 95%, at least 96%, at least 97%, at least 98%, or at least 99% with a peptide selected from the group consisting of SEQ ID NOs: 1-158, or a subset thereof. In some embodiments, the peptide consists of an amino acid sequence having at least 95%, at least 96%, at least 97%, at least 98%, or at least 99% with a peptide selected from the group consisting of SEQ ID NOs: 1-158, or a subset thereof.

In some embodiments of the peptides disclosed herein, the amino acid sequence has at least 95% homology. In some embodiments, the amino acid sequence has at least 96% homology. In some embodiments, the amino acid sequence has at least 97% homology. In some embodiments, the amino acid sequence has at least 98% homology. In some embodiments, the amino acid sequence has at least 99% homology.

In some embodiments, the homology is 95%, 96%, 97%, 98%, 99%, or 100%. In some embodiments, the homology is 100%.

In some embodiments of the peptides disclosed herein, the amino acid sequence comprises one or more cysteine residues. In some embodiments, the amino acid sequence comprises one, two, three, or four cysteine residues. In some embodiments, the amino acid sequence comprises one cysteine residue.

In some embodiments of the peptides disclosed herein, the amino acid sequence comprises a motif selected from the group consisting of FCHF (SEQ ID NO: 160), FCAF (SEQ ID NO: 161), FGPF (SEQ ID NO: 162), FCPL (SEQ ID NO: 163), FCPF (SEQ ID NO: 164), FCSF (SEQ ID NO: 165), CPFR (SEQ ID NO: 166), FCLF (SEQ ID NO: 167), LLLL (SEQ ID NO: 168), FCTF (SEQ ID NO: 169), LCPF (SEQ ID NO: 170), FRPF (SEQ ID NO: 171), FSPF (SEQ ID NO: 172), and FCRF (SEQ ID NO: 173). In some embodiments, the amino acid sequence comprises a motif selected from the group consisting of FCHF (SEQ ID NO: 160), FCAF (SEQ ID NO: 161), FGPF (SEQ ID NO: 162), FCPL (SEQ ID NO: 163), FCPF (SEQ ID NO: 164), FCPS (SEQ ID NO: 174), SFCP (SEQ ID NO: 175), FCSF (SEQ ID NO: 165), VCPF (SEQ ID NO: 176), CPFL (SEQ ID NO: 177), CPFS (SEQ ID NO: 178), CPFR (SEQ ID NO: 166), FCLF (SEQ ID NO: 167), RFCP (SEQ ID NO: 179), FCTF (SEQ ID NO: 169), LCPF (SEQ ID NO: 170), FRPF (SEQ ID NO: 171), FSPF (SEQ ID NO: 172), FCRF (SEQ ID NO: 173), and CCPF (SEQ ID NO: 180). In some embodiments, the amino acid sequence comprises a motif selected from the group consisting of FCPF (SEQ ID NO: 164), FCPI (SEQ ID NO: 181), WCPF (SEQ ID NO: 182), and FCPS (SEQ ID NO: 174). In some embodiments, the amino acid sequence comprises a FCPF motif (SEQ ID NO: 164). In some embodiments, the FCPF motif (SEQ ID NO: 164) is reactive.

In some embodiments of the peptides disclosed herein, the amino acid sequence did not converge outside of the FCPF motif (SEQ ID NO: 164).

In some embodiments, the peptide consists of an amino acid sequence having 1, 2, 3, 4, 5, or 6 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 1, 2, or 3 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 1 point mutation compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 2 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 3 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 4 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 5 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the peptide consists of an amino acid sequence having 6 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158.

In some embodiments, the peptide consists of an amino acid sequence having 1, 2, 3, 4, 5, or 6 point mutations compared to a peptide of SEQ ID NO: 13 (MP01). In some embodiments, the peptide consists of an amino acid sequence having 1, 2, or 3 point mutations compared to a peptide of SEQ ID NO: 13.

In some embodiments, the point mutations are one or more of M1A, M1L, H2A, H2N, Q3A, Q3E, K4A, Y5A, K6A, M7A, M7K, T8A, K9A, D10A, C11A, C11S, F12A, F13A, S14A, F15A, L16A, A17E, H18A, H19A, H19V, H19L, K20A, K21A, R22A, K23A, L24A, Y25A, P26A, and M27A. In some embodiments, the peptide consists of an amino acid sequence having one point mutation where one amino acid reside is replaced by an alanine compared to a peptide of SEQ ID NO: 13.

In some embodiments, the point mutations are one or more of M1L, H2N, Q3E, M7K, T8A, K9A, D10A, S14A, A17E, H19A, H19V, H19L, K20A, and P26A. In some embodiments, the point mutations are one or more of M1L, H2N, Q3E, M7K, T8A, D10A, S14A, A17E, and H19L. In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of T8A, D10A, S14A, and H19L. In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of T8A, D10A, S14A, and H19L compared to a peptide of SEQ ID NO: 13. In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of H2N, T8A, D10A, S14A, A17E, and H19L compared to a peptide of SEQ ID NO: 13. In some embodiments, the peptide consists of an amino acid sequence having point mutations T8A, D10A, S14A, and H19L compared to a peptide of SEQ ID NO: 13 (MP01) to give SEQ ID NO: 71 (MP01-Gen2). In some embodiments, the peptide consists of an amino acid sequence having point mutations H2N, T8A, D10A, S14A, A17E, and H19L compared to a peptide of SEQ ID NO: 13 (MP01) to give SEQ ID NO: 133 (MP01-Gen4).

In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of M1L, H2N, Q3E, and A17E. In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of M1L, H2N, Q3A, Q3E, K9A, A17E, and K20A compared to a peptide of SEQ ID NO: 71 (MP01-Gen2). In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of M1L, H2N, Q3E, and A17E compared to a peptide of SEQ ID NO: 71 (MP01-Gen2). In some embodiments, the peptide consists of an amino acid sequence having a point mutation of A17E compared to a peptide of SEQ ID NO: 71 (MP01-Gen2) to give SEQ ID NO: 116 (MP01-Gen3_1).

In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of H2N, Q3E, M7K, and A17E. In some embodiments, the peptide consists of an amino acid sequence having one or more point mutations selected from the group consisting of H2N, Q3E, and M7K compared to a peptide of SEQ ID NO: 71 (MP01-Gen2). In some embodiments, the peptide consists of an amino acid sequence having a point mutation of H2N compared to a peptide of SEQ ID NO: 71 (MP01-Gen2) to give SEQ ID NO: 121 (MP01-Gen3_2).

In some embodiments, the peptide consists of an amino acid sequence having one or more truncations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158. In some embodiments, the truncations are N-terminal truncations. In some embodiments, the N-terminal truncations are selected from the group consisting of deletion of 1, 2, 3, and 4 amino acid residues from the N-terminus. In some embodiments, the truncations are C-terminal truncations. In some embodiments, the C-terminal truncations are selected from the group consisting of deletion of 1, 2, 3, 4, 5, or 6 amino acid residues from the C-terminus. In some embodiments, the peptide consists of an amino acid sequence having one or more truncations compared to a peptide of SEQ ID NO: 116 (MP01-Gen3_1). In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 124-132. In some embodiments, the peptide consists of an amino acid sequence having one or more truncations compared to a peptide of SEQ ID NO: 133 (MP01-Gen4). In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 136-143. In some embodiments, the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 124-132 and 136-143.

In some embodiments of the peptides disclosed herein, the peptide forms an alpha helix.

In some embodiments of the peptides disclosed herein, the cysteine is at the N-terminus of the alpha helix.

Conjugates Comprising a Miniprotein or Peptide

Most existing self labeling technologies rely on either unnatural amino acids or large proteins that must be added onto the protein one wishes to study or label. Unnatural amino acids can be difficult to incorporate into select proteins. The methods and miniproteins disclosed herein can overcome this challenge. In some embodiments of the methods and peptides disclosed herein, the amino acid sequence uses the 20 natural amino acids. Other self-labeling strategies that rely on large proteins (Halo tag, CLIP tag etc.) are large (>100 amino acid) proteins. Attaching large proteins to the protein of interest can disrupt the function and folding (and potentially trafficking) of the protein of interest and thus the methods and miniproteins disclosed herein are alternatives to overcome these issues.

The miniproteins and peptides are amino acids sequences that are able to undergo nucleophilic based reactions. In some embodiments, the nucleophilic based reaction is S_(N)Ar chemistry.

The miniproteins and peptides are amino acids sequences not found in nature which are capable of reacting with electrophilic probes to covalently label themselves. The application of these peptides is to selectively label themselves with a small molecule in the presence of other reactive amino acids. When attached to other biomolecules of interest, the miniproteins can be used for site specific labeling.

In some embodiments of the miniproteins and peptides disclosed herein, the miniprotein or peptide reacts with an electrophilic probe at a rate greater than 0 M⁻¹ s⁻¹. In some embodiments, the reaction rate ranges from about 0.01 M⁻¹ s⁻¹ to about 250 M⁻¹ s⁻¹. In some embodiments, the reaction rate ranges from about 0.01 M⁻¹ s⁻¹ to about 50 M⁻¹ s⁻¹. In some embodiments, the reaction rate ranges from about 0.2 M⁻¹ s⁻¹ to about 35 M⁻¹ s⁻¹. In some embodiments, the reaction rate ranges from about 0.01 M⁻¹ s⁻¹ to about 30 M⁻¹ s⁻¹. In some embodiments, the reaction rate ranges from about 0.29 M⁻¹ s⁻¹ to about 29.7 M⁻¹ s⁻¹. In some embodiments, the reaction rate ranges from about 0.04 M⁻¹ s⁻¹ to about 1.8 M⁻¹ s⁻¹.

In some embodiments of the miniproteins and peptides disclosed herein, the peptide with a larger reaction rate constant is selected for further optimization.

In some embodiments, antibody-drug conjugates (or any general protein-drug conjugate as the miniproteins can be genetically, or chemically attached to any protein of interest) may be used for designing a therapeutic and experimental tool, protein-fluorophore conjugates for studying in vivo/in cellulo expression, localization and other properties of the protein of interest.

In another aspect, the disclosure relates to a conjugate comprising any one of the miniproteins or peptides disclosed herein and an antibody, a drug, a polypeptide, a protein, or a probe, or a combination thereof. In some embodiments, the conjugation reaction occurs under mild, protein compatible conditions. In some embodiments, the conjugation reaction further comprised a reducing agent, such as 1,4-dithio-DL-threitol (DTT) or tris(2-carboxyethyl)phosphine (TCEP).

In some embodiments, the conjugate comprises a peptide and a drug. In some embodiments, the drug is selected from the group consisting of amanitin, anthramycin, auristatin E, auristatin F, calicheamicin, camptothecin, CC-1065 (and related duocarmycins), dolastatin 10, doxorubicin, duocarmycin A, maytansine (and derivatives including DM1 and DM4), monomethylauristatin E, monomethylauristatin F, N-acetyl-γ-calicheamicin dimethyl hydrazide, pyrrolobenzodiazepine (PBD) dimer, SG2000 (SJG-136), SG2202, SN-38 (and prodrug irinotecan), and TZT-1027 In some embodiments, the conjugate comprises a peptide and a polypeptide.

In some embodiments, the conjugate comprises a peptide and a protein. In some embodiments, the peptide is attached to the protein at the C-terminus or at the N-terminus. In some embodiments, the peptide is attached to the protein at the N-terminus.

In some embodiments, the protein is selected from the group consisting of sortase A, c-Myc, glutathione S-transferase (GST), hemagglutinin (HA), and maltose-binding protein. In some embodiments, the protein is sortase A.

In some embodiments, a cleavable motif is inserted between the miniproteins or peptides disclosed herein and a protein. In some embodiments the cleavable motif is a tobacco etch virus motif.

In some embodiments, the protein is an antibody. In some embodiments, the antibody is selected from the group consisting of protein A, protein G, protein A/G, and protein L. In some embodiments, the antibody targets a protein selected from the group consisting of CD19, CD20, CD22, CD30, CD33, CD44, CD49, CD79, CEACAM-5, epidermal growth factor receptor (EGFR), human epidermal growth factor receptor II (HER2), glycoprotein nonmetastatic melanoma protein B (gpNMB), and TROP-2.

In some embodiments, the conjugate comprises any one of the miniproteins or peptides disclosed herein, an antibody, and a drug. In some embodiments, the antibody and the drug form an antibody-drug conjugate (ADC). In some embodiments, the antibody-drug conjugate is selected from the group consisting of ado-trastuzumab emtansine (containing DM1 and targeting human epidermal growth factor receptor II), BR96-doxorubicin, brentuximab vedotin (containing MMAE and targeting CD30), gemtuzumab ozogamicin (containing calicheamicin and targeting CD33), glembatumumab vedotin (contining MMAE and targeting gpNMB), inotuzamab ozogamicin (containing calicheamicin and targeting CD22), γ-calicheamicin ADC, CL2A-SN-38 ADC, MC-MMAF ADC (e.g., containing MMAF and targeting HER2), MCC-DM1 ADC (e.g., containing DM1 and targeting CD20, protein G, or HER2), SPDB-DM4 ADC (containing DM1 and targeting CD19), VA-pyrrolobenzodiazepine ADC (containing pyrrolobenzodiazepine and targeting CD33), VC-Duo ADC (SYD985 containing duocarmycin targeting HER2), and VC-MMAE ADC (e.g., containing MMAE and targeting MSLN).

In some embodiments, the conjugate comprises a peptide, and a probe.

In some embodiments, the conjugate comprises a peptide, a protein, and a probe.

In some embodiments of the conjugates disclosed herein, the probe is a capture agent. In some embodiments, the capture agent comprises a moiety selected from the group consisting of biotin, avidin, streptavidin, and histidine-tag. In some embodiments, the capture agent comprises a biotin moiety. In some embodiments, the capture agent comprises a In some embodiments, the capture agent comprises a biotin moiety, a polyethylene glycol (PEG), and a pentafluorophenyl sulfide. In some embodiments, the capture agent comprises a polyethylene glycol (PEG) and a pentafluorophenyl sulfide. In some embodiments, the capture agent comprises a biotin moiety, an amino acid residue (e.g., lysine), a polyethylene glycol (PEG), and a pentafluorophenyl sulfide.

In some embodiments of the conjugates disclosed herein, the probe is a fluorophore. In some embodiments, the fluorophore comprises a moiety selected from the group consisting of ALEXA FLUOR® 350, ALEXA FLUOR® 405, ALEXA FLUOR® 430, ALEXA FLUOR® 488, ALEXA FLUOR® 514, ALEXA FLUOR® 532, ALEXA FLUOR® 546, ALEXA FLUOR® 555, ALEXA FLUOR® 568, ALEXA FLUOR® 594, ALEXA FLUOR® 610, ALEXA FLUOR® 633, ALEXA FLUOR® 635, ALEXA FLUOR® 647, ALEXA FLUOR® 660, ALEXA FLUOR® 680, ALEXA FLUOR® 700, ALEXA FLUOR® 750, ALEXA FLUOR® 790, AMCA, bimane, BODIPY, BODIPY 530/550, BODIPY 558/568, BODIPY 564/570, BODIPY 576/589, BODIPY 581/591, BODIPY 630/650, BODIPY 650/665, BODIPY FL, BODIPY R6G, BODIPY TMR, BODIPY TR, cascade blue dye, cascade yellow dye, dansyl, dapoxyl dye, dialkylaminocoumarin, 2′,7′-dichlorofluorescein, 4′,5′-dichloro-2′,7′-dimethoxy-fluorescein (JOE), eosin, fluorescein, hydroxycoumarin, lissamine rhodamine B, malachite green, marina blue dye, methoxycoumarin, naphthofluorescein, NBD, Oregon green 488, Oregon green 514, pacific blue dye, pacific orange dye, pyMPO, pyrene, QSY 7, QSY 9, QSY 35, QSY 21, rhodamine 6G, rhodamine green dye, rhodamine red dye, Texas red dye, tetramethyl-rhodamine (TMR), and X-rhodamine.

In some embodiments of the conjugates disclosed herein, the probe is a dye. In some embodiments, the dye comprises Coomassie blue.

In some embodiments of the conjugates disclosed herein, the probe is covalently bound to a cysteine residue. In some embodiments of the conjugates disclosed herein, the probe is covalently bound to a cysteine residue in the presence of other endogenous cysteine residues.

Methods of Conjugating a Peptide or a Fusion Protein

In yet another aspect, the present disclosure provides a method of conjugating any one of the miniproteins or peptides disclosed herein and an antibody, a drug, a polypeptide, a protein, or a probe.

In some embodiments, provided herein is a method of conjugating a peptide, comprising:

providing an aqueous solution comprising a peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158;

adding to the solution a reactive drug or a reactive probe;

thereby covalently binding the drug or the probe to the peptide at one amino acid residue to produce a conjugated peptide.

In some embodiments, the present disclosure provides a method of conjugating a fusion protein, comprising:

providing an aqueous solution comprising a fusion protein, wherein the fusion protein comprises a protein and a peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a protein and a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158;

adding to the solution a reactive drug or a reactive probe;

thereby covalently binding the drug or the probe to the fusion protein at one amino acid residue to produce a conjugated fusion protein.

In some embodiments of the methods disclosed herein, the conjugates are as described above.

Definitions

Unless otherwise defined herein, scientific and technical terms used in this application shall have the meanings that are commonly understood by those of ordinary skill in the art. Generally, nomenclature used in connection with, and techniques of, chemistry described herein, are those well-known and commonly used in the art.

For convenience, certain terms employed in the specification, examples, and are conjunctively present in some cases and disjunctively present in other cases. Multiple elements listed with “and/or” should be construed in the same fashion, i.e., “one or more” of the elements so conjoined. Other elements may optionally be present other than the elements specifically identified by the “and/or” clause, whether related or unrelated to those elements specifically identified. Thus, as a non-limiting example, a reference to “A and/or B”, when used in conjunction with open-ended language such as “comprising” can refer, in one embodiment, to A only (optionally including elements other than B); in another embodiment, to B only (optionally including elements other than A); in yet another embodiment, to both A and B (optionally including other elements); etc.

As used herein in the specification and in the claims, “or” should be understood to have the same meaning as “and/or” as defined above. For example, when separating items in a list, “or” or “and/or” shall be interpreted as being inclusive, i.e., the inclusion of at least one, but also including more than one, of a number or list of elements, and, optionally, additional unlisted items. Only terms clearly indicated to the contrary, such as “only one of” or “exactly one of,” or, when used in the claims, “consisting of,” will refer to the inclusion of exactly one element of a number or list of elements. In general, the term “or” as used herein shall only be interpreted as indicating exclusive alternatives (i.e., “one or the other but not both”) when preceded by terms of exclusivity, such as “either,” “one of,” “only one of,” or “exactly one of.” “Consisting essentially of,” when used in the claims, shall have its ordinary meaning as used in the field of patent law.

As used herein in the specification and in the claims, the phrase “at least one,” in reference to a list of one or more elements, should be understood to mean at least one element selected from any one or more of the elements in the list of elements, but not necessarily including at least one of each and every element specifically listed within the list of elements and not excluding any combinations of elements in the list of elements. This definition also allows that elements may optionally be present other than the elements specifically identified within the list of elements to which the phrase “at least one” refers, whether related or unrelated to those elements specifically identified. Thus, as a non-limiting example, “at least one of A and B” (or, equivalently, “at least one of A or B,” or, equivalently “at least one of A and/or B”) can refer, in one embodiment, to at least one, optionally including more than one, A, with no B present (and optionally including elements other than B); in another embodiment, to at least one, optionally including more than one, B, with no A present (and optionally including elements other than A); in yet another embodiment, to at least one, optionally including more than one, A, and at least one, optionally including more than one, B (and optionally including other elements); etc.

It should also be understood that, unless clearly indicated to the contrary, in any methods claimed herein that include more than one step or act, the order of the steps or acts of the method is not necessarily limited to the order in which the steps or acts of the method are recited.

In the claims, as well as in the specification above, all transitional phrases such as “comprising,” “including,” “carrying,” “having,” “containing,” “involving,” “holding,” “composed of,” and the like are to be understood to be open-ended, i.e., to mean including but not limited to. Only the transitional phrases “consisting of” and “consisting essentially of” shall be closed or semi-closed transitional phrases, respectively, as set forth in the United States Patent Office Manual of Patent Examining Procedures, Section 2111.03.

EXAMPLES

The invention now being generally described, it will be more readily understood by reference to the following examples, which are included merely for purposes of illustration of certain aspects and embodiments of the present invention, and are not intended to limit the invention.

Example 1: General Procedures

Chemicals and Enzymes

Pentafluorophenyl sulfide was purchased from Santa Cruz Biotechnology (Dallas, Tex.). 1,4-Dithio-DL-threitol (DTT), 1-[Bis(dimethylamino)methylene]-1H-1,2,3-triazolo[4,5-b]pyridinium 3-oxid hexafluorophosphate (HATU), Fmoc-L-Ala-OH, Fmoc-L-Cys(trt)-OH, Fmoc-L-Asp(tBu)-OH, Fmoc-L-Glu(tBu)-OH, Fmoc-L-Phe-OH, Fmoc-Gly-OH, Fmoc-L-His(Boc)-OH, Fmoc-L-Ile-OH, Fmoc-L-Lys(Boc)-OH, Fmoc-L-Leu-OH, Fmoc-L-Met-OH, Fmoc-L-Asn(Trt)-OH, Fmoc-L-Pro-OH, Fmoc-L-Gln(Trt)-OH, Fmoc-L-Arg(Pbf)-OH, Fmoc-L-Ser(tBu)-OH, Fmoc-L-Thr(tBu)-OH, Fmoc-L-Val-OH, Fmoc-L-Trp(Boc)-OH, Fmoc-L-Tyr(tBu)-OH, Fmoc-L-Lys(biotin)-OH, 2-chlorotrityl chloride resin were purchased from Chem-Impex International (Wood Dale, Ill.). H-rink-amide CHEMMATRIX® Hyr resin was obtained from PCAS BioMatrix, Inc (Quebec, Canada). (7-Azabenzotriazol-1-yloxy)tripyrrolidinophosphonium hexafluorophosphate (PyAOP) was purchased from P3 BioSystems (Lousiville, Ky.). Tris(2-carboxyethyl)phosphine hydrochloride was purchased from Hampton Research (Aliso Viejo, Calif.). Carboxy-PEG12-thiol was purchased from Thermo Fisher Scientific. SuperScript II reverse transcriptase and RNase OUT were purchased from Invitrogen (Carlsbad, Calif.), while Taq polymerase and T7 RNA polymerase (and their associated buffers) were obtained from New England Biolabs (Ipswich, Mass.). Flexi rabbit reticulocyte lysate along with rNTPs and dNTPs were purchased from Promega (Madison, Wis.). Biotechnology grade proteinase K was obtained from Amresco. N, N-dimethylformamide (DMF), acetonitrile (ACN), diethyl ether were purchased from VWR (Radnor, Pa.). Trifluoroacetic acid (TFA) was obtained from Sigma-Aldrich. Other chemicals listed were purchased from either Sigma-Aldrich or VWR and used as received.

Liquid Chromatography-Mass Spectrometry (LC-MS)

Solvent A refers to water with 0.1% (v/v) TFA, while B refers to acetonitrile with 0.1% (v/v) TFA. Solvent C refers to water with 0.1% (v/v) FA, and solvent D refers to acetonitrile with 0.1% (v/v) FA. TIC refers to total ion current in the LC-MS chromatogram. LC-MS chromatograms and mass spectra were obtained using either an Agilent 6520 ESI-Q-TOF mass spectrometer or an Agilent 6550 iFunnel Q-TOF mass spectrometer (MS/MS analysis was conducted on an Agilent 6550 iFunnel Q-TOF mass spectrometer). Software used for LCMS analysis and integration was the Agilent MassHunter package, and deconvolution was performed using maximum entropy.

Method 1 (Agilent 6520 ESI-Q-TOF mass spectrometer):

-   -   LC method: 0-2 minutes 5% B, 2-11 minutes 5-65% B linear ramp,         11-12 minutes 65% B, 0.8 mL/min flow rate.     -   Column: Zorbax 300SB C3 column (2.1×150 mm, 5 μm), 40° C.     -   MS parameters: positive electrospray ionization (ESI).

Method 2:

-   -   LC method: 0-3 minutes 5% B, 3-17 minutes 5-95% B linear ramp,         17-18 minutes 95% B, 0.8 mL/min flow rate.     -   Column: Zorbax 300SB C18 column (2.1×150 mm, 5 μm), 40° C.     -   MS parameters: positive ESI

Method 3:

-   -   LC method: 0-3 minutes 5% B, 3-15 minutes 5-80% B linear ramp,         15-16 minutes 80% B, 0.8 mL/min flow rate.     -   Column: Zorbax 300SB C18 column (2.1×150 mm, 5 μm), 40° C.     -   MS parameters: positive ESI, MS off at 11 minutes

Method 4 (Agilent 6520 ESI-Q-TOF mass spectrometer):

-   -   LC method: 0-2 minutes 95% C and 5% D, 2-11 minutes 5-65% D         linear ramp, 11-12 minutes 65% B, 0.8 mL/min flow rate.     -   Column: Zorbax 300SB C3 column (2.1×150 mm, 5 μm), 40° C.     -   MS parameters: positive electrospray ionization (ESI).

Method 5 (Agilent 6550 iFunnel Q-TOF mass spectrometer):

-   -   LC method: 0-4 minutes 99% C and 5% D, 4-17.5 minutes 1-61% D         linear ramp, 17.5-18 minutes 61% D, 0.4 mL/min flow rate.

Column: Poroshell 300SB-C₃ column (1×75 mm, 5 μm), 40° C.

-   -   MS parameters: positive ESI, MS off at 10 minutes

Circular Dichroism

Room temperature circular dichroism (CD) spectroscopy of the unlabeled Gen4 (8_1, SEQ ID NO: 133) showed a mix of random coil and alpha helix (FIG. 2A). The CA labeled version displayed a significantly increased alpha helical signature. To determine whether this structural alteration was unique to Gen4 (SEQ ID NO: 133) or had emerged from the selection used to obtain Gen1 (MP01, SEQ ID NO: 13), CD measurements were conducted on select previous generations. All versions analyzed displayed enhanced alpha helicity upon reaction with the CA relative to their unlabeled forms (FIG. 2B). Nuclear magnetic resonance (NMR) characterization of Gen4 (SEQ ID NO: 133) revealed concentration and temperature-dependent structural elements. At lower concentrations and temperatures, the amide proton region displayed increased signal intensities. Along with this, Gen4 (SEQ ID NO: 133) possesses several aromatic-to-aliphatic NOE cross peaks, indicative of side chain interactions. A structure could not be obtained due to apparent aggregation at high concentrations for both Gen4 (SEQ ID NO: 133) and its CA labeled version.

All experiments were performed at room temperature (˜23.5° C.) using a Jasco J-1500 spectrometer at MIT's Biophysical Instrumentation Facility (BIF). General conditions used were 10 mM sodium phosphate buffer at pH 7.45 with 5 mM TCEP (if a cysteine was present) with 50 μM peptide. CD measurements with C11S and C11A versions of Gen4 (SEQ ID NOs: 138 and 137, respectively) used the same conditions, without TCEP but with varying amount of CA (50 μM up to 500 μM depending on the desired mole ratio). Temperature melt data was obtained using a 0.5° C./minute ramp with data collected at 222 nm. For the various constructs these data were then normalized between 0 and 1 and plotted. For CD of Gen 1 (MP01; SEQ ID NO: 13), Gen1 H19L (MP01-H19L; SEQ ID NO: 62), Gen1 3 ala (MP01-T8/D10/S14A; SEQ ID NO: 69), Gen2 (MP01-Gen2; SEQ ID NO: 71) and Gen3_1 (MP01-Gen3_1; Gen 2-A17E; SEQ ID NO: 116) in their labeled and nonlabeled states, data was obtained in 12.5 mM HEPES, 50 mM NaCl, 2.5 mM MgCl₂ and 2.5 mM CaCl₂ at pH 7.45 with 5 mM TCEP at 50 M peptide with or without ˜55 μM CA that had reacted for ˜2 days at room temperature. The CA labeled versions were not purified post reaction and were analyze in their reaction mixture.

Protease Digestions

MP01-Gen4 (SEQ ID NO: 133) showed CA-mediated structural alterations and increased protease stability even when rendered nonreactive. Lacking an apparent cysteine pK_(a) modulation, the basis for Gen4's high reactivity again came into question. Both C11A (SEQ ID NO: 134) and C11S (SEQ ID NO: 135) variants were synthesized and assayed them for CA-mediated structural alteration via CD. Both displayed CA concentration-dependent secondary structural alterations, approaching the secondary structure displayed by the covalently labeled Gen4-CA construct (FIGS. 3A-3C). Thermal melting of labeled and unlabeled Gen4 peptides (C11 present, followed from 4-95° C. at 222 nm via CD) displayed a sharp unfolding transition for the CA-labeled version near 64° C. whereas the unlabeled version displayed a broad, gradually increasing trend (FIG. 3C). Noncovalently interacting Gen4(C11S) (SEQ ID NO: 135) at 50 μM with 10×CA (500 μM) likewise showed a gradually increasing CD signal albeit with a shift to higher temperatures than that seen in Gen4 (SEQ ID NO: 133) alone (FIG. 3C). Compounding on the altered structure, the CA labeled Gen4 displayed significantly increased protease resistance relative to the unlabeled Gen4 (FIG. 3D). In line with the results from CD, Gen4(C11A andS) (with 10×CA) displayed an improved protease stability relative to Gen4 (SEQ ID NO: 133) alone but was not as stable as the covalently bound form (FIG. 3D). To probe the role of the CA in protease stability a pentafluorophenyl sulfide (pfp) labeled Gen4 was synthesized, lacking the bulky PEG-lysine-biotin of the CA. This variant displayed relatively high stability but was slightly diminished when compared to the full CA version.

Reactions were performed using 100 μM peptide with 0.5 g/mL of proteinase K for general cleavage with the addition of 1 mM CA for C11A and C11S digestions. Reactions were quenched with 49.75% water, 49.75% ACN and 0.5% TFA at selection time point and analyzed by LCMS. TIC-based integrated peak areas were used to determine the amount of material in a given time point normalized to the starting amount. These normalized values there then concerted to fraction remaining and plotted as shown.

NMR Analysis

Experiments were conducted with variable concentrations of MP01-Gen4 (SEQ ID NO: 133) in 10 mM phosphate pH 7.0. Non CA labeled peptide was reduced with 1 mM d-TCEP. NMR data were collected on Bruker Avance III 750 and 500 spectrometers with cryogenic probes.

Example 2: Miniprotein and Peptide Synthesis, Cleavage, and Purification

Peptides and miniproteins were synthesized using an automated flow peptide synthesizer built in house on a 0.09 mmol scale using Fmoc-SPPS chemistry on H-rink amide CHEMMATRIX® Hyr resin. General synthesis was performed at 90° C. using the following protocol with a 80 mL/min flow rate: 15 s amino acid coupling (0.14 μM HATU, 0.2 μM amino acid, 10% (v/v) N,N-diisopropylethylamine (DIEA), 4.8 mL total), 38 s 12 mL DMF wash, 34 s 11.2 mL 20% piperidine (v/v) in DMF, and deprotection with a final 38 s 12.8 mL DMF wash. Deviations from this protocol included: Arg and Phe couplings that were completed using PyAOP as the activating agent instead of HATU and the HHHHHHRL (SEQ ID NO: 183) sequence found on MP01-full and MP02-full that was synthesized using a 40 mL/min coupling at 70° C. with all other parameters the same. Following synthesis, miniproteins and peptides were cleaved from the resin and side-chain deprotected using a mixture of 94% TFA, 2.5% (v/v) 1,2-ethanedithiol (EDT), 2.5% (v/v) water and 1% (v/v) triisopropylsilane for 7 minutes at 60° C. Alternatively, cleavage consisted of using a mixture of 82.5% TFA, 2.5% (v/v) 1,2-ethanedithiol (EDT), 5% (v/v) water and 5% (v/v) thioanisole and 5% (v/v) phenol for 7 minutes at 60° C. Peptides were there triturated three times using cold diethyl ether. The resulting precipitate was then dissolved in 50% A: 50% B and lyophilized.

Crude peptides were then dissolved in the minimal amount of 95% A: 5% B and purified by reverse phase (RP) HPLC using an Agilent Zorbax C3 column (21.2×250 mm, 7 m) using a linear gradient from 95% A: 5% B to 55% A: 45% B over 120 minutes at a flow rate of 7 mL/min or at a flow rate of 4 mL/min. In general, fractions were analyzed for purify by RP-LCMS using method 1.

Exemplary miniproteins and peptides chemically synthesized as C-terminal amides using a rink linker as described above (Table 2).

TABLE 2  Name, sequence, calculated and observed mass of miniproteins and peptides. Calcul- ated Observed Name Sequence mass mass MP01- MHQKYKMTKDCFFSFLAHHKKRKL 5078.5 5078.6 Full YPMSGSGSLGHEIHEIFIHRL  (SEQ ID NO: 81) MP01-C MHQKYKMTKDCFFSFLAHHKKRKL 3585.8 3585.7 YPMSG (SEQ ID NO: 13) MP02- MPNYGPLSPSQPSHGYTFWMVPIW 5049.3 5049.3 Full DNSHNAAGSGSLGHHHHHHRL  (SEQ ID NO: 82) MP03 MTSVTASLLMHFCPIRAHITNKPS 3155.6 3155.7 FNPSG (SEQ ID NO: 40) MP04 MRTPIKFAPRLSQPFCPFRKQHQL 3821.1 3821.2 HLHPLIEG (SEQ ID NO: 42) MP05 MRPCARRDRTLWCPFDSPAWFLLS 3373.6 3373.7 GFSCG (SEQ ID NO: 44) MP06 MGIVHNATRFPKRCFYSFIATRQS  3669.9 3670.0 KNSIRVSG (SEQ ID NO: 49) MP07 MKTFSSDQRFSKKCYRIYFHKLRQ 3961.0 3961.1 RNHNTSVG (SEQ ID NO: 52) MP08 MQHEDLCTWYGFCPSGNFTPRNLR 3301.4 3301.5 GDSDG (SEQ ID NO: 53) MP09 MRYIYVLRLKSWCGGASARSSPRS 3428.8 3428.8 CATKLLG (SEQ ID NO: 56) MP10 MHNAYLRKSMRQLCYFRRTLHNIH 3753.9 3754.0 VMSHRG (SEQ ID NO: 59) GCPG GCPGGLLKNK  984.6 984.6 (SEQ ID NO: 184) S-pep-1 YALPSTGG (SEQ ID NO: 185) 763.4 763.4 S-pep-2 GGGGGAGYLLGKINLKALAALAKK 2465.5 2465.5 IL (SEQ ID NO: 186) MP01-T KMTKDCFFSFL  1364.7 1364.7 (SEQ ID NO: 159)

Example 3: Capture Agent Synthesis

Conjugation of Carboxy-PEG-Thiol to Pentafluorophenyl Sulfide

A solution consisting of 5 mM carboxy-(PEG)₁₂-thiol, 500 mM pentafluorophenyl sulfide, 20 mM triphenylphosphine and 230 mM DIEA in acetonitrile was vortexed and left at room temperature for 4 hours. The reaction was then diluted with 10.6× volume of 95% A: 5% B, solid phase extracted and lyophilized. The resulting material was analyzed by LCMS (method 2). This product will later be referred to as mCA (modified CA).

Conjugation of CT-Peg-Pfp Sulf to Lys(Bio)-2-Chloro Trityl Choloride Resin

17.7 mg of 2-chlorotrityl chloride resin (0.6-0.7 mmol/g) was reacted with 51.4 mg Fmoc-L-Lys(biotin)-COOH in 1 mL DMF with 71 μL DIEA. The solution was sparged with argon and left overnight. The resin was washed with DMF, DCM and dried. The Fmoc group was removed with 500 μL of a 20% piperidine in DMF solution for 30 minutes at room temperature followed by DMF washes. 20.43 mg of pentafluorophenyl sulfide-PEG-COOH was coupled to the 32.3 mg of dried lysine attached resin with 490 μL DMF, 0.4 μM HATU and 98 μl DIEA. This was left for 2 hours at room temperature and then washed and dried in vacuo. The capture agent was cleaved from the resin with a two hour, room temperature treatment of 95% TFA, 2.5% water, 2.5% TIPS; the cleavage cocktail was evaporated and then 4 mL of 50% A:50% B was added and the resulting solution lyophilized. Crude mass obtained=17.5 mg (method 2).

The capture agent was purified on a C3 with the following method: 10 minutes at 95% A:5% B, 30 minutes of a 1% B increase per minutes to 65% A:35% B, followed by a 150 min, 0.25% B per minute gradient to 35% A:65% B. Fractions were analyzed by LCMS, pure fractions were combined, lyophilized and the final material was characterized by LCMS (method 1).

Capture Agent NMR

A resynthesized stock of the CA was diluted in DMSO-d6 and analyzed by NMR using either 282 or 500 MHz.

¹⁹F NMR (282 MHz, DMSO-d6) δ −135.46 (d, J=24.4 Hz), −135.97 (dd, J=26.2, 10.7 Hz), −136.67 (dd, J=27.3, 9.8 Hz), −153.35 (t, J=22.5 Hz), −163.58 (t, J=22.8 Hz). ¹³C NMR (150 MHz, DMSO) δ 173.73, 171.87, 170.17, 162.76, 158.13 (d, J=31.4 Hz), 147.90, 147.20 (d, J=14.9 Hz), 146.28, 145.62, 145.52, 142.89, 141.18, 137.33 (d, J=247.0 Hz), 117.23 (t, J=20.6 Hz), 111.27-108.75 (m), 107.20-104.61 (m), 99.56, 69.94, 69.81, 69.75, 69.72, 69.67, 69.60, 69.53, 66.77, 61.08, 59.25, 55.45, 51.71, 39.87, 38.20, 35.82, 35.24, 33.80, 30.87, 28.81, 28.26, 28.07, 25.35, 22.87.

¹H NMR (500 MHz, DMSO-d6) δ 12.54 (s, 1H), 8.09 (d, J=7.8 Hz, 1H), 7.76 (t, J=5.6 Hz, 1H), 6.43 (s, 1H), 6.37 (s, 1H), 4.30 (dd, J=7.8, 4.9 Hz, 1H), 4.14 (ddd, J=12.1, 7.9, 4.9 Hz, 2H), 2.53-2.47 (m, 1H), 3.65-3.32 (m, 52H), 3.16 (t, J=5.9 Hz, 2H), 3.13-3.05 (m, 1H), 3.05-2.93 (m, 2H), 2.82 (dd, J=12.4, 5.0 Hz, 1H), 2.57 (d, J=12.4 Hz, 1H), 2.46-2.27 (m, 2H), 2.04 (t, J=7.4 Hz, 2H), 1.78-1.13 (m, 11H).

Example 4: mRNA Display

To find reactive miniproteins, an mRNA display⁴⁸ platform was implemented in which 30-mer sequences were selected to react with a water soluble pentafluorophenyl sulfide-containing, peg- and biotinylated capture agent (CA, FIG. 4). This perfluoroaromatic was chosen due to its sluggish reaction kinetics in water with cysteine containing peptides and its ability to make electron rich electron poor π-πinteractions.⁴⁹ The GCPG control peptide (SEQ ID NO: 184) was used for measuring the background rate of reaction. Guided from the literature for library design,^(50,51) the library encoded a 30-mer random region with the central 4 amino acids, 40-50% individually doped with the amino acids of the FCPF motif (SEQ ID NO: 164) (2.56-6.25% for the full motif, FIG. 5). This prior knowledge motif slightly biased the library for functional members and allowed testing of its relevance in the context of a miniprotein. The selection commenced with ˜5×10¹³ unique miniproteins (measured by qPCR). Following the initial incubation with the CA in non-reducing conditions and streptavidin pulldown, the unreacted library was re-incubated with the CA in the presence of 2 mM 1,4-dithio-DL-threitol (DTT). Thus producing two separate libraries for all of the remaining rounds: one reduced, the other not. The selection proceeded for five rounds with the CA reaction time (FIG. 4, step 6) decreased from either 15 (reduced) or 18 (non-reduced) hours to 30 minutes with a combination of positive and negative selections. The progress of the selection was monitored by qPCR which revealed a gradual increase in the selection round yield for the reduced library and no detectable trend for the non-reduced library (FIG. 6).

To hasten the selection process, NGS was performed on the DNA library following round 5. NGS is heavily utilized in selection processes,^(52,53) allowing researchers to understand population dynamics between rounds,^(54,55) to measure high-throughput dissociation constants⁵⁶ or rapidly identify functional biomolecules, even after a single round of selection.⁵⁷ The initial library size was >10¹³ and therefore sequencing after a single round was not possible. However, stagnation of the qPCR yield observed for the reduced library between rounds 4 and 5 prompted us to perform Illumina MiSeq sequencing. NGS revealed libraries still in the beginning phases of winnowing and enrichment since the majority of the ˜3.9 million sequences only appeared one time (FIG. 7). Following a Pareto-like distribution, the number of sequences with higher copy numbers rapidly dropped off. Analysis of the amino acid frequencies for both libraries revealed there was minimal bias in the dispersion of amino acids in the library and the prevalence of the individual amino acids in the FCPF motif (SEQ ID NO: 164) heavily dropped off as the sequence copy number increased. These above findings in conjunction with the fact that the FCPF motif (SEQ ID NO: 164) was only observed ˜2-3% of the time for both libraries, suggests this motif may not be ideal in the center of the miniprotein as it was not enriched for (it was however conserved relative to theoretical preselection levels from doping). Short motif analysis yielded no new, major motifs surrounding cysteine, as most 4-mer motifs possessed components of FCPF (SEQ ID NO: 164) (FIGS. 8A and 8B). Longer motifs only suggested that the FCPF sequence (SEQ ID NO: 164) may favor being flanked by either Arg, Ser, and to a lesser extent Leu as these were slightly overrepresented in 5, 6, and 7-mer subsequences surrounding the cysteine (FIGS. 9A-11B).

Contrary to short motifs, full-length peptide families appeared (FIG. 7 inset). To extract putative miniprotein sequences (MPs) for validation, sequences were analyzed from the tail of the distribution possessing either high copy numbers, large edit distance families (all sequences which differ in <7 amino acid positions were considered in the same family), or those appearing in both libraries. By analyzing the composition of the sequence families, several putative sequences were captured at the start of their evolution. In particular, MP01 which appeared 185 times and possessed a large family of related miniproteins (47 members), 46 of which were a single amino acid substitution different and one that was two amino acids different. Of the 10 sequences selected for further analysis, four appeared in both libraries, all but one possessed small families, and several contained two or even three cysteines (Table 3). The most prevalent sequence (MP01; SEQ ID NO: 13) possessed no major motifs seen elsewhere in the library, MP02 (SEQ ID NO: 39) contained no cysteine, and only one sequence (MP04; SEQ ID NO: 42) contained the FCPF motif (SEQ ID NO: 164). MP03 (SEQ ID NO: 40), MP05 (SEQ ID NO: 44), and MP08 (SEQ ID NO: 53) contained neighboring FCPI (SEQ ID NO: 181), WCPF (SEQ ID NO: 182) and FCPS (SEQ ID NO: 174) subsequences respectively.

TABLE 3  Reaction rates for identified self-labeling miniprotein sequences and truncated MP01,  corresponding to SEQ ID NOS: 13, 39, 40, 42, 44, 49, 52, 53, 56, 59, and 159, respectively in order of appearance. Second order rate Peptide Sequence constant (M⁻¹ s⁻¹) MP01 MHQKY KMTKD¹⁰ CFFSF   0.34 ± 0.06^(a)/ LAHHK²⁰ KRKLY PMSG 0.28 ± 0.02^(b) MP02 MPNYG PLSPS¹⁰ QPSHG  No Reaction^(b) YTFWM²⁰ VPIWD NSHNA³⁰ AG MP03 MTSVT ASLLM¹⁰ HPCPI  0.04  RAHIT²⁰ NKPSF NPSG MP04 MRTPI KFAPR¹⁰ LSQPF  0.24 ± 0.01 CPFRK²⁰ QHQLH LHPLI³⁰ EG MP05 MRPCA RRDRT¹⁰ LWCPF   0.93 ± 0.11^(c) DSPAW²⁰ FLLSG FSCG MP06 MGIVH NATRF¹⁰ PKRCF  0.11 ± 0.01 YSFIA²⁰ TRQSK NSIRV³⁰ SG MP07 MKTFS SDQRF¹⁰ SKKCY   0.91 ± 0.14^(a) RIYFH²⁰ KLRQR NHNTS³⁰ VG MP08 MQHWD LCTWY¹⁰ GFCPS  0.04^(d) GNFTP²⁰ RNLPG DSDG MP09 MRYIY VLRLK¹⁰ SWCGG   0.52 ± 0.01^(d) ASARS²⁰ SPRSC ATKLL³⁰ G MP10 MHNAY LRKSM¹⁰ RQLCY   1.66 ± 0.48^(a) FRRTL²⁰ HNIHV MSHRG³⁰ MP01-T KMTKD CFFSF¹⁰ L 0.06

Second order rates constants were measured via LC-MS total ion current (TIC) peak integration for the reaction between the MP (0.1 mM) and CA (0.5 mM). Bolded cysteines are trypsin/chymotrypsin digest-LC-MS/MS observed labeling locations. For example, a fragment DC*FF (SEQ ID NO: 332), where * is the covalently bound CA, was observed in the digested MP01 post-labeling. For example, a fragment QLC*Y (SEQ ID NO: 325), where * is the covalently bound CA, was observed in the digested MP10 post-labeling. ^(a)Constant calculated from averaging of three, different starting MP concentrations. ^(b)Data obtained using the full length C-terminal region from the library design (-SGSLGHHHHHHRL; SEQ ID NO: 187). ^(c)Labeled 1-3 times, ^(d)Labeled 1-2 times.

All 10 putative self-labeling MPs were chemically synthesized (MP01 and MP02 were additionally made with the full C-terminal constant region). To determine the importance of the C-terminal tag, a kinetic analysis on MP01 was conducted comparing the sequence with and without the tag. Using 0.1 mM MP and 0.5 mM CA with 5 mM tris (2-carboxyethyl)phosphine (TCEP) and 1× selection buffer, pH 7.4 at room temperature (RT, conditions used for all kinetics data), both MP01 constructs (SEQ ID NOs: 81 and 13) were shown to possess similar rate constants (0.34 and 0.28 μM⁻¹ s⁻¹), suggesting that the reactivity was conferred by the selected region. MP02 (SEQ ID NOs: 82 and 39) appeared to be a false positive as it did not react over the course of 8 hours, despite the high copy number. The remainder of the MPs all reacted with varying second order rate constants and to differing product distributions from multiple cysteine labeling sites (Table 3). MP07 (SEQ ID NO: 52) and MP10 (SEQ ID NO: 59) both showed rate constants greater than MP01 (SEQ ID NO: 13), demonstrating the absolute sequence count is not an indicative readout for predicting function as has been suggested.^(56,58) These sequences delivered high conversion in one hour, with MP10 (SEQ ID NO: 59) displaying a ˜529× rate enhancement over a non-selected Cys peptide. Of the sequences containing multiple cysteines, all reacted to differing extents. En route to being labeled twice, MP09 (SEQ ID NO: 56) displayed biphasic kinetics with an initial rate of 0.52 M⁻¹ s⁻¹. On the other hand, MP08 (SEQ ID NO: 53) reacted sluggishly (0.04 μM⁻¹ s⁻¹) to produce singly and doubly labeled species. The sole sequence containing three cysteines, MP05 (SEQ ID NO: 44), yielded a mixture of labeled species within an 8-hour reaction—primarily existing with either 2 or 3 labels with a rapid initial labeling process (0.93±0.11 μM⁻¹ s⁻¹). Finally, MP01, 07 and 10 (SEQ ID NOs: 13, 52, and 59, respectively) were probed via proteolytic digest-LC-MS/MS analysis, this confirmed that the cysteines were labeled and not an alternative amino acid. To determine whether the lysine and biotin on the CA were required for labeling, MP01 and 10 (SEQ ID NOs: 13 and 59, respectively) were reacted with a modified CA (mCA) and shown to possess similar conversions for both probes (91 CA/96% mCA conversions for MP10 and 83 CA/91 mCA % for MP01). These data suggest that the two moieties are not required for labeling. Conditions used were 0.5 mM CA, 0.1 mM MP, 5 mM TCEP, 1× selection buffer, pH 7.4. For MP01, the selection capture agent displayed an 83% conversion while the modified CA showed a 91% conversion based on integrated area of the TIC peak for the starting material. Likewise, for MP10 (SEQ ID NO: 59), the selection CA displayed a 91% conversion while the modified CA showed a 96% conversion.

Three sequences (MP01, 07 and 10; SEQ ID NOs: 13, 52, and 59, respectively) did not contain the FCPF motif (SEQ ID NO: 164), suggesting that the functional landscape for S_(N)Ar-active MPs is much larger than initially anticipated. In line with the dearth of FCPF motifs (SEQ ID NO: 164) present in the NGS analysis, the majority of MPs with the FCPF (SEQ ID NO: 164) or similar sequences possessed a decreased rate constant relative to sequences lacking the motif. To begin to test whether MP01 possesses a small motif (similar to FCPF; SEQ ID NO: 164) or requires longer-range interactions, the rate constant was measured with a truncated version MP01-T. This sequence displayed a severely diminished activity (Table 3) suggesting that full reactivity requires a larger sequence and it is not a small motif.

TABLE 4  Reaction rates for exemplary self-labeling mini- protein sequences, corresponding to SEQ ID NOs: 144-158, respectively in order of appearance. SEQ ID Rate NO: Sequence (M⁻¹ s⁻¹) Name 144 MVKLSGKERTTRNCFFSFLASRRTKKFNNLSG 0.23 MP12 145 MGHLHICMVWRVNTSGHILSVGHKSYSSHKTG 2.41 MP13 146 MSSGTHYGILNMVIRCHLVKNQTSQMVVLTTG 0.12 MP14 147 MHHYCSKMKRRILMHYLFANTMAHRDLGTNG 10.09  MP15 148 MHLRMIRYLNRRRHLCHVVEIRHGLFASREIG 0.19 MP16 149 MNGHYPCYLITSVLVGATTSGVPVVVHLRVG 0.11 MP17 150 MRHYHLTCFQGFRIFRRTVDSLEMEISLG 0.17 MP18 151 MHMHKTTSYRIRVLVGVDVYRMSHTCLTSSSG 0.21 MP19 152 MHTSLRSRAKSHSRSFGKCASIYTRYLKMG 1.22 MP20 153 MQNSKHRPRRCLRLLPLLRGHLHRMFRERG 2.00 MP21 154 MRSTHQRVRRPRNLCSFKHKWLIKFLKTLTG 4.94 MP22 155 MRRTPSTRARGRVFLLPTLRFFITLCNLNG 0.02 MP24 156 MNRIFHKRSTYQMVFGRCSDFTSTYHVLISYG 0.25 MP25 157 MTATSSSTSRGCRPSTAQVVQRLRGLLLVVG 0.07 MP26 158 MLFMRLTKKTMATKFCPFRRKRKHRERRALYG 0.61 MP27

Library Design

The library was designed to display a 30mer random miniprotein with the 14^(th)-17^(th) amino acids being doped as 40-50% FCPF (SEQ ID NO: 164) with the following 188mer DNA sequence:

(SEQ ID NO: 188) 5′-TAA TAC GAC TCA CTA TAG GGA CAA TTA CTA TTT ACA ATT ACA ATG NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS WWZ WYZ XXZ WWZ NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS GGC TCC GGT AGC TTA GGC CAC CAT CAC CAT CAC CAC CGG CTA TAG GTA GCT AG-3′ The doped FCPF (SEQ ID NO: 164) was created with the following A:T:G:C ratios during DNA synthesis: W-(1:7:1:1), X-(1:1:1:7), Y-(1:1:7:1) while the G:C ratio for Z was (1:9). For this selection the following primers and oligonucleotides were purchased and used:

Library^(a):  (SEQ ID NO: 189) 5′-TCA CTA TAG GGA CAA TTA CTA TTT ACA ATT ACA ATG NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS WWZ WYZ XXZ WWZ NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS NNS GGC TCC GGT AGC TTA GGC-3′ F1^(b):  (SEQ ID NO: 190) 5′-TAA TAC GAC TCA CTA TAG GGA CAA TTA CTA TTT ACA ATT ACA-3′ R1^(b):  (SEQ ID NO: 191) 5′-CTA GCT ACC TAT AGC CGG TGG TGA TGG TGA TGG TGG CCT AAG CTA CCG GAG CC-3′ RT^(b):  (SEQ ID NO: 192) 5′-TTT TTT TTT TTT TTT GTG ATG GTG ATG GTG GCC TAA-3′ Psoralen Oligo^(a):  (SEQ ID NO: 193) 5′-Psoralen C6-(uag ccg gug)2′-OMe-AAA AAA AAA AAA AAA-2x Spacer9-ACC-Puromycin-3′ Oligos were purchased from either the Keck  Oligonucleotide Synthesis facility at Yale^(a)  (New Haven, CT) or Integrated DNA Technologies^(b)  (Coralville, IA)

Selection Round Protocols

Initial Library Construction:

The single stranded DNA library was converted to the desired length dsDNA library in 10 mL of PCR reaction (6 cycles of 30 s 52° C. annealing, 1 min 72° C. extension, 30 s 95° C. denaturing): 25 nM library, 1 μM F1 and R1 primers, 0.2 mM dNTPs, 1× thermo pol buffer and 2.5 U/μL Taq in individual 100 μl total. The library was then phenol/chloroform extracted, 1-butanol concentrated and ethanol precipitated.

TABLE 5 General library statistics Reduced library Not reduced library Total count 3945597 Total count 3923881 Library size with 2457256 Library size with 3061270 cysteine cysteine Library size without 1488341 Library size without 862611 cysteine cysteine Counts of FCPF 86277 Counts of FCPF 120081 (SEQ ID NO: 164) (SEQ ID NO: 164)

1^(st) Round Transcription:

A reaction containing 50 nM dsDNA template, 1 mM ATP, CTP, UTP, GTP, T7 buffer (1×), 0.4 U/μL RNase OUT and 3 U/μL T7 polymerase (carrying forward˜7.6×10¹³ sequences) was left at 37° C. for −15 hours. This was then purified by 6% denaturing PAGE and passively eluted. The eluted RNA was concentrated with 1-butanol and ethanol precipitated.

1^(st) Round Crosslinking:

Crosslinking was performed with the following reaction: 3 μM RNA, 7.5 μM psoralen oligo, 1× XL buffer (100 mM KCl, 1 mM spermidine, 1 mM EDTA, 20 mM HEPES pH 7.5) as previously described.^(51,59) The mixture was heated to 70° C. for 5 minutes, cooled to RT slowly, then place on ice for >1 min. Then 100 μL reactions were crosslinked in individual wells of a 96-well plate at 4 C with 365 nm light for 20 minutes. All samples were then combined, concentrated with 1-butanol and run on 6% denaturing purification gel. For the first round, ˜1.28×10⁻⁸ moles of RNA were input into the crosslinking reaction; thus, assuming a 2% recovery between crosslinking and input into the selection step along with a 3× oversampling, this amount will produce roughly 5.2×10¹³ unique sequences for the first round.

1^(st) Round Translation:

A bulk translation was performed using the following salt optimized mixture: 28 nM XL-RNA, 12.5 μM amino acid mixture without met (AA-met), 12.5 μM AA-leu, 3.5 mM DTT, ˜1 mM Mg(OAc)₂, 140 mM KCl, min. 0.2 U/μl RNase OUT and 40% rabbit reticulocyte lysate. This was left at 30° C. for 1.5 hours, subsequently salts were added to give ˜50 mM Mg²⁺ and 550 mM K⁺, the reaction was then left for 42 minutes at room temperature, and finally placed in a ˜20° C. freezer for 14 hours.

1^(st) Round Oligo dT Purification:

6×, 1 mL suspensions of oligo d(T)25 (SEQ ID NO: 330) magnetic beads (New England Biolabs), were used to purification. The total round 1 translation was split evenly and the same protocol was performed for each of the six bead slurries. The translation mixture was combined with ˜6× of dT binding buffer (20 mM tris pH 7.5, 500 mM NaCl, 1 mM EDTA, 0.1% tween 20), added to a bead sample and rocked at room temperature for 1.5 hours. The beads were then washed 1× with 15 mL binding buffer, 3×10 mL wash buffer (20 mM tris pH 7.5, 500 mM NaCl, 1 mM EDTA) and 1×10 mL low salt buffer (20 mM tris pH 7.5, 200 mM NaCl, 1 mM EDTA, each ‘wash’ incorporated a 15 min incubation). Finally, 1 mL of 20 mM tris (pH 7.5) was added per bead suspension and all six were combined. This final mixture was placed at 65° C. for 4 minutes upon which time the supernatant was removed. Then 5 mL, 10 mM tris buffer were added to beads and the heating protocol was repeated. The two supernatants were combined and the concentration was RNA was determined by UV-vis spectrophotometry. The solution was filtered through a 0.22 m filter, concentrated on a 10K Amicon Ultra centrifugal filter (EMD Millipore) and ethanol precipitated.

1^(st) Round Reverse Transcription:

Reverse transcription was performed with the following conditions: 0.5 mM dNTPs, 1.5 μM RT primer, 10 mM DTT, 1×1^(st) strand buffer, 2 U/μl RNase OUT, 5 U/μl SSII and the suspended mRNA-miniprotein. The RNA and primer were heated together at 65° C. for 5 min first, then cooled to room temperature and finally placed on ice. Then the rest of the components were added and the mixture was incubated at 42° C. for 55 min.

1^(st) Round Ni-NTA:

Two mL Ni-NTA agarose bead slurry were combined with the reverse transcription reaction along with 12 mL of Ni-NTA binding buffer (100 mM NaH₂PO₄, 6 μM Guan HCl, 0.2% triton X-100, 5 mM β-mercaptoethanol, pH 8) and rocked at 4° C. for 1 hour. The resin was washed 3×10 mL wash buffer (100 mM NaH₂PO₄, 0.2% triton X-100, 5 mM β-mercaptoethanol, 300 mM NaCl). Then 1 mL aliquots of elution buffer (50 mM NaH₂PO₄, 300 mM NaCl, 5 mM β-mercaptoethanol, 250 mM imidazole) were added 8 times, each with a 5 min incubation. The elutions were combined, concentrated on a 10K filter and ethanol precipitated.

1^(st) Round Selection:

The pellet was diluted in the round one selection mixture (1 mL total) containing: 1× selection buffer (25 mM HEPES-KOH pH 7.5, 100 mM NaCl, 5 mM CaCl₂, 5 mM MgCl₂, 0.01% triton X-100), and 50 μM capture agent at ˜80 nM RNA-miniprotein—this was termed the non-reduced library. This reacted 15 hours at room temperature, likewise a sample for qPCR was removed (for round 1 input cDNA). The reaction was washed on a 10K filter until the concentration of free capture agent was ˜0.12 μM in 550 μl. The concentrated selection mixture was added to ˜1 mg pre-blocked (1× selection buffer and 2 mg/mL yeast tRNA (Roche, Switzerland)) Pierce streptavidin magnetic beads and rotated at room temp for 1 hour. The supernatant was removed and the beads were washed twice with 200 μl, 1× selection buffer, these two washes were then combined with the first supernatant (giving a total volume of ˜950 μl) to which 50 μl of 1 mM capture agent and 2 μl of 1 μM DTT (giving ˜2 mM) were added. This new, reduced reaction was left at room temperature for 18 hours—likewise an ‘input’ cDNA sample was removed for qPCR. Following concentration and capture agent dilution, the reduced library was similarly pulled down with ˜0.8 mg streptavidin beads. To elute both the reduced and non-reduced libraries from the beads following the initial pulldown, 1 mL washes of 1× selection buffer were performed ten times, then the cDNA was eluted 4× with 100 μl of 10 mM tris pH 7.45 at 95° C. for 3 min each and combined. This cDNA was used for the ‘output’ of round one.

1^(st) Round PCR:

Standard PCR conditions were used (30 s at 95° C., 30 s at 58° C., and 35 s at 72° C.) and both libraries were amplified for 16 rounds using the F1 and R1 primers. The mixture was then phenol and chloroform extracted, 1-butanol concentrated and ethanol precipitated. The pellet was then diluted in 10 mM tris, 50 mM NaCl and quantified by native PAGE densitometry.

Round 2:

Selection steps through Ni-NTA purification were performed in a similar manner to the first round for both the reduced and non-reduced selections. However, for all steps scaled down reaction sizes were used as it was no longer necessary to carry the entire volume of each step through.

This round diverged from the previous one in the selection step. The precipitated libraries were suspended in 1× selection buffer with or without 2 mM DTT and a sample of round 2 ‘input’ cDNA was removed. These mixtures were then added to 0.15 mg blocked streptavidin magnetic beaded and incubated for 1 hour. The supernatant was removed and combined with the supernatants of four washes of the beads (all using 1× selection buffer), to this, capture agent was added, giving a 50 μM final concentration and ˜2.8 μM RNA-miniprotein. The resulting mixture was left for 1 hour at room temperature. The capture agent concentration was then reduced using a 10K filter. For the pull down, 1 mg streptavidin magnetics beads and washed and blocked and finally the selection mixture was added and incubated at RT for 1 hour. The beads were then washed 6×1 mL of 10 mM tris at RT, then 4×1 mL 10 mM tris with a 1 min incubation at 40° C. cDNA was eluted 4×, 50 μl 10 mM tris at 95° C. and then PCR amplified.

Round 3:

Round three proceeded similarly to the previous rounds through the oligo dT purification step. Subsequently, excess salts from the dT purification were removed on a 10K concentrator, and the entire mixture for each selection was spun to 40 μl. To this was added μl 5× selection buffer, 35 μl water and 5 μl 1 mM capture agent, this mixture sat 30 min at room temperature (the ‘reduced’ library selection step did not have any DTT). This mixture was washed four times with water on a 10K filter; however, before the third spin, the entire solution (plus water wash) was removed from the filter and heated to 65° C. for 2 min (to help remove excess capture agent) and then spun.

After the selection step a standard reverse transcription and Ni-NTA purification (both scaled appropriately) were performed and the final solution was then filtered until the imidazole was ˜0.131 μM. Here an ‘input’ cDNA sample was removed from the non-reduced library. The reduced library was reselected in the same final volume, concentration and time as before but with 2 mM DTT, an ‘input’ cDNA sample was also removed. This ‘redo’ selection step was spun on a 10K to remove excess capture agent. Then both libraries were added to 0.2 mg of prewashed and blocked streptavidin magnetic beads and incubated for 1 hour. These beads were then washed 5×1 mL at RT, 5×1 mL with 1 min at 40° C. then eluted 4×, 50 μl 3 min elutions at 95° C. The two libraries were then PCR amplified.

Round 4:

The round four transcription was performed with 70 nM template for 5 hours. This was then gel purified, crosslinked and translated. A standard oligo dT purification was done and then samples were concentrated. Next a solution of 1× selection buffer, 100 μM capture agent and ±3 mM DTT (depending on the library) was created. After 30 minutes, excess capture agent was removed and a standard reverse transcription and Ni-NTA purified were performed. Following this, the solutions were spin filtered until there was only ˜0.12 μM imidazole. ‘Input’ samples for qPCR were then taken. Next 0.25 mg streptavidin magnetic beads were added and incubated for 1 hour. The beads were then washed 3×1 mL 10 mM tris and 50 mM NaCl at room temperature, 7×1 mL with a 1 min 42° C. incubation. Finally, four elutions of 50 μl at 95° C. were performed, and the cDNA was PCR amplified.

Round 5:

Round five followed a scaled down version of round one until the selection step. The libraries were suspended in 1× selection buffer, and the reduced selection received 2 mM TCEP (instead of DTT), these mixtures were then added to prewashed beads for a negative selection and left for 15 min at room temperature. The supernatant was again incubated with a fresh batch of blocked beads for 15 minutes. The supernatant was removed, and both resins was washed with 1× buffer which was then combined with the original supernatant to which was added capture agent to a final concentration of 50 μM; this reacted for 30 minutes. Following excess capture agent removal on a spin filter, round ‘input’ qPCR samples were removed. The remaining solution was added 1 mg of washed and blocked streptavidin beads for 1 hour. The beads were then washed 4×1 mL at room temperature, 6×1 mL at 42° C. with 1 min incubation, the cDNA was eluted and PCR amplified like normal.

qPCR Analysis

Quantitative PCR was performed at MIT's BioMicroCenter on a Light Cycler 480 II Real-Time PCR machine. To create a standard curve for each round, a sample of known concentration, reverse transcribed RNA was diluted to give a range of DNA concentrations (˜4 orders of magnitude). PCR mixes were composed of 1 μM primers, 50% (2×) SYBR Green PCR Master Mix (Applied Biosystems, Foster City, Calif.), DNA template and water. Each reaction was split into three wells for triplicate measurements of C_(p) values, which were then averaged. Selection round yields were determined using the C_(p) values from samples of the selection step input and cDNA elution. A yield for each round was determined based off the known volumes of each step and the standard curve correlating C_(p) and standard DNA concentration.

NGS Data Analysis

Following round 5, the PCR amplified dsDNA was sent to GENEWIZ (South Plainfield, N.J.) for MiSeq (2×150 bp) Illumina sequencing. The FASTQ data was analyzed via custom python scripts that first combined pairs and filtered out DNA sequences possessing less than 85% Q30 Phred scores with ambiguous bases being determined by the higher Q-score base of the pair. Sequence were then translated into amino acid sequences, filtered again based off length and the presence of part of the C terminal fixed region. Sequences were then analyzed according to frequency and size of Levenshtein families with an edit distance less than 5.

Levenshtein clusters (edit distance=6), showing sequence, gray point mutants relative to the cluster parent sequence and number of times each miniprotein appeared in the sequencing.

MP01-Reduced: MHQKYKMTKDCFFSFLAHHKQRKLYPMSG (SEQ ID NO: 1): 1, MHQKYKMTKDCFFSFLAHRKKRKLYPMSG (SEQ ID NO: 2): 2, MHQKYKMTKDCFFPFLAHHKKRKLYPMSG (SEQ ID NO: 3): 1, MHQKYKMTKDCFFSFLAHHKMRKLYPMSG (SEQ ID NO: 4): 1, MHQKYKMTKDCFFSFLAHHRKRKLYPMSG (SEQ ID NO: 5): 1, MHQKYKVTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 6): 1, MHRKYKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 7): 1, MHQKYKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 8): 1, MHQKYKMTKDCFFSFLAHHKKRKSYPMSG (SEQ ID NO: 9): 1, MHQKYKMTKDCFFSSLAHHKKRKLYPMSG (SEQ ID NO: 10): 1 MHQKYKMTKDCFFSFLSHHKKRKLYPMSG (SEQ ID NO: 11): 1, MHQKYKMAKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 12): 4 MHQKYKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 13): 185, MHRKYKMKKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 14): 1 MHQKYEMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 15): 1, MYQKYKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 16): 1 MHQKHKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 17): 2, MHQKYKMTEDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 18): 1 MHQKYKMTRDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 19): 3, MHQKYKMTKNCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 20): 1 MHQKYK1TKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 21): 1, MHQKYKMTKDCFFSFLAHHKKRKLYPMNG (SEQ ID NO: 22): 1 MHQKYKMTKDCFFSFLAHHKKRKLYPTSG (SEQ ID NO: 23): 2, MHQKYKMTKDCFFSFLAYHKKRKLYPMSG (SEQ ID NO: 24): 2 MQQKYKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 25): 1, MHQKCKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 26): 1 MHQKYKMTKDCFFSFLAHHKKRRLYPMSG (SEQ ID NO: 27): 1, MHQKYKMTKDCFFSFLTHHKKRKLYPMSG (SEQ ID NO: 28): 1 MHQKYKMTKDCFLSFLAHHKKRKLYPMSG (SEQ ID NO: 29): 3, MHQKYKMTKDCFFSFLAHHKKRKLYPVSG (SEQ ID NO: 30): 3 MHQKYKMTKDCFSSFLAHHKKRKLYPMSG (SEQ ID NO: 31): 1, MHQKYKMTKDCFFSFLAHHKKRKLHPMSG (SEQ ID NO: 32): 1 MRQKYKMTKDCFFSFLAHHKKRKLYPMSG (SEQ ID NO: 33): 2, MHQKYKMTKDCFFSFLAHHKKGKLYPMSG (SEQ ID NO: 34): 1 MP02-Reduced: MPNYGPLSPSQPSRGYTFWMVPIWDNSHNAAG (SEQ ID NO: 35): 1, MPNHGPLSPSQPSHGYTFWMVPIWDNSHNAAG (SEQ ID NO: 36): 1, MPNYGLLSPSQPSHGYTFWMVPIWDNSHNAAG (SEQ ID NO: 37): 1, MPNYGPLSPSQPSHGYTFWMVPIWDNSHSAAG (SEQ ID NO: 38): 1, MPNYGPLSPSQPSHGYTFWMVPIWDNSHNAAG (SEQ ID NO: 39): 25 MP0-Reduced: MTSVTASLLMHFCPIRAHITNKPSFNPSG (SEQ ID NO: 40): 6, MTSVTASPLMHLCPIRAHITNKPSFNPSG (SEQ ID NO: 41): 1 Not reduced: MTSVTASLLMHFCPIRAHITNKPSFNPSG (SEQ ID NO: 40): 30 MP04-Reduced: MRTPIKFAPRLSQPFCPFRKQHQLHLHPLIEG (SEQ ID NO: 42): 3 Not reduced: MRTPIKFAPRLSQPFCPFRKQRQLHLHPLIEG (SEQ ID NO: 43): 1, MRTPIKFAPRLSQPFCPFRKQHQLHLHPLIEG (SEQ ID NO: 42): 21 MP05-Reduced: MRPCARRDRTLWCPFDSPAWFLLSGFSCG (SEQ ID NO: 44): 3, MRPCARRG-RTLWCPFDSPAWFLLSGFSC (SEQ ID NO: 45): 1 Not reduced: MRPCARRDRTLWCPFDSPAWFLLSGFSCG (SEQ ID NO: 44): 5 MP06-not reduced: MGIVHNATRFPKRCFYSFIATRQSMNSIRVSG (SEQ ID NO: 46): 1, MGIVHNATRFPKRCFYSFIATRQSKDSIRVSG (SEQ ID NO: 47): 1, MGIVHNATRLPKRCFYSFIATRQSKNSIRVSG (SEQ ID NO: 48): 1, MGIVHNATRFPKRCFYSFIATRQSKNSIRVSG (SEQ ID NO: 49): 6 MP07-Reduced: MRTFSSDQRFSKKCYRIYFHKLRQRNRNTSVG (SEQ ID NO: 50): 1, MKTFSSDQRFSKKCYRIYFHKLRQGNHNTSVG (SEQ ID NO: 51): 1, MKTFSSDQRFSKKCYRIYFHKLRQRNHNTSVG (SEQ ID NO: 52): 6 MP08-Not reduced: MQHEDLCTWYGFCPSGNFTPRNLRGDSDG (SEQ ID NO: 53): 9 MP09-Reduced: MRYIYVLRLKSWCGGASARSPPRSCATKLLG (SEQ ID NO: 54): 1, MRYVYVLRLKSWCGGASARSSPRSCATKLLG (SEQ ID NO: 55): 1, MRYIYVLRLKSWCGGASARSSPRSCATKLLG (SEQ ID NO: 56): 2 Not reduced: MRYIYVLRLKSWCGGASARSPPRSCATKLLG (SEQ ID NO: 57): 1, MRYIYVLRLKSWCGGASARSSPRSCATKLLG (SEQ ID NO: 56): 8 MP10-Not reduced: MHSAYLRKSMRQLCYSRRTLHNIEVMSHRG (SEQ ID NO: 58): 1, MHNAYLRKSMRQLCYFRRTLHNIHVMSHRG (SEQ ID NO: 59): 6

Kinetics Data Analysis

Five μl kinetics time point samples were made to capture the initial reaction rate and quenched with the addition of 95 μl of 49.75% H₂O, 49.75% Acetonitrile and 0.5% TFA. Following LC-MS analysis, time points within the linear range of the instrument were used for kinetics analysis by integrating the peak area of the starting peptide during the reaction time course. A second order kinetics rate constant (k₂) was extracted by fitting the data to the following equation:

${{k_{2}\left( {A_{0} - B_{0}} \right)}t} = {\ln \mspace{14mu} \left( \frac{B_{0}A_{t}}{A_{0}B_{t}} \right)}$

For this, A₀ refers to the initial capture agent concentration, A_(t) is its concentration at the given time point (for kinetics data, this was determined using A₀−B_(t) as the CA peak intensity was outside the linear range of the LC-MS). B₀ is the initial miniprotein or peptide concentration and B_(t) signifies the miniprotein or peptide concentration when the sample was taken. For MP01, 07 and 10 the rate constant is an average of three measurements at different concentration (here error is estimated from the deviation in the three point estimates) while for the rest of the sequences it is estimated from a single MP concentration (for these samples, error bars represent the error determined from a linear regression fit).

As an example, below are the times and integrated areas for MP01's kinetics analysis. A cartoon depiction of the kinetics measurement reactions is shown in FIG. 12. Some reactions were performed with 0.1 mM MP, 0.5 mM CA, 5 mM TCEP and 1× selection buffer pH 7.4 at room temperature. Reactions used 100 μM peptide, 500 μM CA, 5 mM TCEP, 1× selection buffer (25 mM pH 7.45 2-[4-(2-hydroxyethyl)piperazin-1-yl]ethanesulfonic acid (HEPES), 100 mM NaCl, 5 mM CaCl₂ and 5 mM MgCl₂) and were allowed to react at room temperature for selected times. A 51l reaction aliquot was quenched at select time points with either 95 μl or 195 μl of quench solution (49.75% water, 49.75% acetonitrile, 0.5% trifluoroacetic acid) depending on whether the analysis was performed using a Agilent 6520 ESI-Q-TOF mass spectrometer or an Agilent 6550 iFunnel Q-TOF mass spectrometer LCMS respectively. An example of data for MP01 (SEQ ID NO: 13) is shown in Table 6.

TABLE 6 Kinetics Data for MP01. time (min) integrated area 0 138480673 15 123113873 30 101461475 60 79632567 120 45981205 240 27644389 360 8301823 480 No peak

Kinetics measurements with denaturant were also conducted in a similar way only with the addition of a desired amount of guanidine HCl with pH controlled for all reactions to 7.45. Gen4 displayed kinetics sensitive to additives and truncations. Noticing a structural change induced by labeling, the importance of structure was probed during the reaction. Performing the reaction under increasing concentration of the denaturant guanidinium chloride revealed a rapid and near complete ablation of reactivity in the range of 2-3 μM denaturant (FIG. 13). Such denaturation has been shown previously to not alter the mechanism of S_(N)Ar chemistry²⁴. Coinciding with this, both the labeled and unlabeled Gen4 displayed increasingly random coil-like secondary structure with increasing concentration of guanidinium chloride via CD, though the labeled version appeared slightly less susceptible to structural alteration at lower concentrations of denaturant relative to the unlabeled form (1-2 μM denaturant, FIGS. 14A and 14B). Using the structure stabilizing additive, trimethylamine N-oxide⁶⁰ (TMAO) at 0.5 and 1 μM, the rate constant decreased to ˜9.7 and 7.5 μM⁻¹ s⁻¹ respectively, this may suggest the need for conformational flexibility prior to or during the reaction. Sodium chloride and ammonium sulfate both negatively impacted the reaction rate (3.9 μM⁻¹ s⁻¹ for 2 μM ammonium sulfate and 6.1 μM⁻¹ s⁻¹ for 2 μM sodium chloride). This is in contract to the it-clamp motif that also reacts with perfluoroaromatics, but displays a dramatic and beneficial salt-effect from ammonium sulfate⁶¹. Given a hypothesis that structural rearrangement and flexibility prior to, during or due to the reaction is important, the properties imparted by the full sequence came into question. Producing a series of N- and C-terminal truncations of the Gen4 sequence (SEQ ID NOs: 137, 132, 131, 136, 133, and 138-141) led to a rapid decrease in MP reactivity suggesting a role for the majority of the sequence (FIG. 15). Producing a series of N- and C-terminal truncations of the Gen3_1 sequence (SEQ ID NOs: 132, 131, 130, 116, and 124-129) led to a decrease in MP reactivity suggesting a role for the majority of the sequence (FIG. 16).

MP01-Gen4 (SEQ ID NO: 133) exhibited pH dependent kinetics. Profiling the reaction rate versus pH showed a roughly sigmoidal curve with a midpoint near pH 8 (FIG. 17). Without being bound by any theory, this may, indirectly, suggest that the pK_(a) of the active cysteine is not significantly altered from that of a typical cysteine. Furthermore, this data is consistent with a thiolate acting as the nucleophile in the reaction.

Kinetics measurements using varying pH values were conducted in a similar manner except the buffer (HEPES) was switched for an alternative buffer for different pH ranges: pH 6-6.5 used 2-(N-morpholino)ethanesulfonic acid (MES), pH 7-8 used HEPES, pH 8-9 used [tris(hydroxymethyl)methylamino]propanesulfonic acid (TAPS) and pH 9-9.5 used N-cyclohexyl-3-aminopropanesulfonic acid (CAPS).

Point Mutations of Miniproteins

Alanine Scan of MP01

To locate residues important for MP01's reactivity, an alanine scan was performed. This uncovered several residues that either helped or hindered reactivity (FIG. 18). Kinetics measurements were made on individual peptides that were chemically synthesized using an automated flow synthesizer⁶², purified and then reacted using 0.1 mM peptide, 0.5 mM perfluoroaromatic probe (referred to as CA, FIG. 18 inset), 5 mM tris(2-carboxyethyl)phosphine (TCEP) and 1× selection buffer at room temperature (see Example 3, these are referred to as standard reaction conditions). The residues critical for full reactivity with the perfluoroaromatic probe were predominantly hydrophobic in nature and were concentrated within six residues of the active site cysteine. When the cysteine itself was mutated to serine (SEQ ID NO: 91), all reactivity was lost. Apart from these residues, the majority of the sequence appeared tolerant to alanine substitution. Several sites benefited from Ala substitution, suggesting that the most reactive version of MP01 had yet to be found. These beneficial mutations enhanced the rate constant from between ˜1.9 to 4.7-fold and appeared both close to and far from the active cysteine in primary sequence as evident by the H19A and P26A mutations. Additionally, the properties of the residues varied from charged and polar to the rigid proline, providing little insight into their mechanism of action.

Targeted Alteration of MP01

Following up on the most beneficial Ala mutants (T8, D10, S14), their synergy was tested in an attempt to understand how removing sidechain functionality during the alanine scan improved reactivity. Each combination of double mutants showed improvement, leading to the triple alanine variant with a 1.82 μM⁻¹ s⁻¹ second order rate, representing a 6.3-fold increase in reactivity (FIG. 19). To gain insight on this improved reactivity, structure prediction was used. Analyzing the population changes between MP01 (SEQ ID NO: 13) and its three alanine variant (SEQ ID NO: 69) suggested a large structural landscape change. In addition to the alteration, the structural landscape may have been expanded in terms of the number of populated clusters. The major family from MP01 heavily decreased (˜23.2%) with minimal alteration to its average energy while several other families both heavily increased in size and decreased in average energy (cluster-C5 for example which increased by 11.7% and decreased by 1.8 REU). In addition to potentially altering the structural landscape accessible, these mutations may have removed the steric hindrance supplied by their bulkier predecessors, improving the ability of the perfluoroaromatic to access the cysteine. Furthermore, the anionic D10 may also have destabilize the anionic Meisenheimer complex.

Merging insight on the spatial context of H19 from modeling with the experimentally beneficial H19A mutant led to an H19L mutation with a 7.5-fold increased rate constant. The spatial location of both H19 and its A mutant in reference to the critical F15 and L16 suggested that this location may benefit from placement of larger hydrophobic residues (V and L) to stabilize this interaction. Under a model that placed importance on an alpha helix, stabilization of this feature was believed important to affect change in reactivity. In line with this notion, without being bound by any theory, the chemically synthesized H19V and L mutations both showed progressively improved rate constants (FIG. 20). Population level analysis showed that while the primary family from MP01 remained dominant and its average energy decreased (˜2.69 REU) in the H19L variant's landscape, its size slightly decreased (˜5.19%). At the same time, the ordering and energies of the secondary families changed with a notable increase size of cluster H19L cluster-C3 that increased by 8.34% with ˜0.75 REU.

To determine whether the 3A variant (SEQ ID NO: 69) would synergize with the H19L mutation (SEQ ID NO: 62) a combined, four residue altered sequence (MP01-Gen2; SEQ ID NO: 71) was synthesized. This sequence afforded a 32.2-fold improved second order rate constant relative to MP01 (SEQ ID NO: 13) and was superior to a 4 Ala variant where H19 was replaced with an Ala (SEQ ID NO: 70) (FIG. 21). Computational modeling suggests that this peptide adopts features from both the H19L and 3A variants with a broad landscape of clusters with similar energies. Here, the major family from all previous structures has been replaced by a higher energy family (Gen2 cluster C2); however, the energetically more favorable families still appear at significant percentages. Additionally, none of the representative structures displayed a significant folding funnel or drastically decreased energy suggesting yet again that this sequence may have access to multiple states and possibly transition between states. Attempts to combine additional beneficial alanine point mutants with the Gen2 scaffold yielded no alteration (Q3A, K9A and K20A for example, FIGS. 22-24).

Attempting to stabilize specific structural elements seen throughout Gen2's landscape led to a sequence possessing a second order rate constant ˜100 times greater than the initial MP01 scaffold. Gen2's A17 almost always appeared in an alpha helix three and four residues prior to a positively charged amino acid (K20/21) the structure of which could be stabilized by an i, i+4 salt bridge. Furthermore it was noted that H2 may be involved in capping the N-terminal portion of a helix that could similarly be stabilized by an asparagine residue. Producing both of these variants (Gen3_1 for A17E (SEQ ID NO: 116) and Gen3_2 for H2N (SEQ ID NO: 121)) again each individually increased the rate of reaction with the CA, with a striking improvement provided by the A17E mutant (FIG. 25). Once again, combining these two alterations synergized, delivering the final MP01-Gen4 sequence (SEQ ID NO: 133) with six positions altered that is significantly more reactive than its progenitor scaffold (MP01 (SEQ ID NO: 13)) and ˜4×10³ times more reactive than a random cysteine containing peptide (previously measured at 0.007 μM⁻¹ s⁻¹). A modified miniprotein delivered high conversion in minutes rather than hours (FIG. 26). Structural landscape modeling of Gen2 to Gen4 suggested a broad conformational space and no significant folding funnels for any of the representative structures. While the mutations may have stabilized interactions, possibly helping the sequence adopt a reactive conformation, the overall conformational space is still predicted to be broad and similar in energy, so it was not expected to adopt a single form.

Labeling Site Determination

To determine the location of labeling for MP01, 07 and 10 reactions were made using 0.3 mM MP, 0.3 mM CA, 1× selection buffer, 5 mM TCEP pH 7.4 and reacted 24 hours for MP01 and 5 hours for MP07 and 10. Next the peptides were digested with 0.2 mg/mL trypsin and chymotrypsin (0.1 mg/mL for MP10) for 24 hours at 37° C. Fragments were then analyzed by LC-MS/MS of an Agilent 6550 iFunnel Q-TOF mass spectrometer. Similarly, the CA by itself was analyzed with the same LC-MS/MS protocol.

Example 5: Protein Expression and Purification

To investigate two singly labeled MPs for regioselective bioconjugation, N-terminal fusions of MP01 or MP10-Sortase A (SrtA) were expressed from E. Coli. SrtA is a transpeptidase with an active site cysteine nucleophile necessary for catalysis.⁶³ The two MP-SrtA proteins were independently reacted at 10 μM with 1 mM CA in a solution of 5 mM TCEP and 1× selection buffer, pH 8 at RT for four hours. LC-MS analysis of the crude reaction mixtures showed a 95% and 87% reaction yield for MP01- and MP10-SrtA respectively. Apparently once attached to a larger biomolecule, MP10 no longer reacts as rapidly as it does alone in solution; possibly suggesting why its sequence count was dwarfed by MP01, as MP01 retained its full reactivity when linked to SrtA.

To determine the location of the CA in the labeled MP-SrtA fusions, Tobacco Etch Virus (TEV) protease was used to cleave the TEV motif implanted between the MP and SrtA. For TEV cleavage, the following conditions were used 3 μM MP-SrtA, 0.02 mg mL⁻¹ TEV protease, 300 mM phosphate pH 6.0, 1 mM DTT, 24 hours, RT. Following 24 hour cleavage, LC-MS analysis revealed the presence of unlabeled SrtA for both MP constructs along with the desired product mass for both labeled miniproteins. LC-MS analysis was performed using method 3 with the MS turned off at 11 minutes to avoid over saturating the MS detector with CA. Alternatively, LC-MS analysis was performed using method 1 with the MS turned off at 10 minutes to avoid over saturating the MS detector with CA.

To orthogonally verify that the active-site cysteine of SrtA had not been labeled, both 4 hour reacted and unreacted MP-SrtAs were assayed for SrtA activity. Using 250 μM of a G5 nucleophile (S-pep-2), 50 μM YALPSTGG (SEQ ID NO: 185) (S-pep-1), 10 mM CaCl₂, 5 μM SrtA conjugate (either from a 4 hour CA reaction or unreacted), the integrated area for the reaction product following 1 hour was comparable for labeled and unlabeled constructs, supporting the observation that the MPs were labeled and the active site SrtA cysteine was unchanged. S-pep-1 and s-pep-2 were chosen because they were known to be good substrates for the Sortase enzyme with good chromatographic behaviour.

Full length MP01 and MP10 were appended to the sequence of Sortase A (with a TEV cleavage between the two) and then placed into a pET-SUMO vector (Thermo Fisher) following factory protocols. Expression was performed in 1 L cultures (30 μg/mL kanamycin) of appropriately transformed E. Coli BL21(DE3), after an O.D. value of 0.5 was obtained upon at 37° C., the cultures were cooled to 16° C. and induced with the addition of 0.2 or 0.4 mM IPTG (MP01 or MP10). Expression was conducted for 5.5 hours at 16° C. (MP01) or overnight at 18° C. (MP10) followed by cell pelleting with 10 minute centrifugation at 7,000 RPM. The cell pellet was suspended in 25 mL of Ni-NTA binding buffer (50 mM Tris pH 8.1 150 mM NaCl) with one protease inhibitor cocktail tablet (Roche Diagnostics, Switzerland), 20 mg lysozyme (Calbiochem) and ˜2 mg DNase I (Sigma-Aldrich). Following sonication the cellular debris was removed by centrifugation at 17,000 RPM for 30 minutes. The supernatant was loaded directly onto a 5 mL HisTrap FF crude Ni-NTA column (GE Healthcare, UK), following binding the column was washed with 25 mL Ni-NTA binding buffer, 25 mL Ni-NTA washing buffer (50 mM Tris pH 8.1, 150 mM NaCl, 500 mM imidazole) and eluted with 10 mL of Ni-NTA elution buffer (50 mM Tris pH 8.1, 150 mM NaCl, 500 mM imidazole). The proteins were then desalted on a HiPrep 26/10 Desalting Column (GE Healthcare, UK). Following concentrating, the SUMO group was removed by addition of 30 μg of SUMO protease per mg of protein at 4° C. overnight.

MP01-SrtA and MP10-SrtA was further purified by anion exchange chromatography after being exchanged into buffer A (20 mM HEPES pH 8.5, 1 mM DTT) for MP01-SrtA or buffer A′ (20 mM HEPES pH 7.8, 20 mM NaCl, 2 mM DTT). MP01-SrtA was loaded onto a HiTrap Q HP column (GE Healthcare, UK) in buffer A and eluted with buffer B (buffer A+2 μM NaCl) during a 400 mL linear gradient from 0-30% B. MP10-SrtA, on the other hand, was loaded onto a HiTrap Capto S cation exchange column (GE Healthcare, UK) and eluted with buffer B′ (A′+1 μM NaCl) in a 400 mL gradient to 40% B′. Fractions for the respective proteins were combined and concentrated on a 10K spin filter and buffer exchanged into 0.5× selection buffer. The concentrations were determined spectrophotometrically using 280 nm light and extinction coefficients obtained from the ProtParam tool on web.expasy.org and a sample was taken for LCMS analysis. Both proteins were aliquoted and flash frozen in liquid nitrogen.

SUMO-MP01-SrtA (Calc. 36473.84).  MP01-SrtA (Calc. 23075.6, underlined): (SEQ ID NO: 194) MGSSEIREIHHHGSGLVPRGSASMSDSEVNQEAKPEVKPEVKPETHINLK VSDGSSEIFFKIKKTTPLRRLMEAFAKRQGKEMDSLRFLYDGIRIQADQT PEDLDMEDNDITEAHREQIGGMHQKYKMTKDCFFSFLAHHKKRKLYPMSG SGSLGHEIRREIHRLGENLYFQGGDPNSQAKPQIPKDKSKVAGYIEIPDA DIKEPVYPGPATSEQLNRGVSFAEENESLDDQNISIAGHTFIDRPNYQFT NLKAAKKGSMVYFKVGNETRKYKMTSIRNVKPTDVEVLDEQKGKDKQLTL ITCDDYNEKTGVWETRKIFVATEVK SUMO-MP10-SrtA (Calc. 36642.0), MP10-SrtA (Calc. 23243.76, underlined): (SEQ ID NO: 195) MGSSHREIFIREIGSGLVPRGSASMSDSEVNQEAKPEVKPEVKPETHINL KVSDGSSEIFFKIKKTTPLRRLMEAFAKRQGKEMDSLRFLYDGIRIQADQ TPEDLDMEDNDITEAHREQIGGMHNAYLRKSMRQLCYFRRTLHNIFIVMS HRGSGSLGHEIRREIHRLGENLYFQGGDPNSQAKPQIPKDKSKVAGYIEI PDADIKEPVYPGPATSEQLNRGVSFAEENESLDDQNISIAGHTFIDRPNY QFTNLAAKKGSMVYFKVGNETRKYKMTSIRNVKPTDVEVLDEQKGKDKQL TLITCDDYNEKTGVWETRKIFVATEVK

Example 6: Rosetta Structure Prediction and Clustering

For each sequence the following general protocol was followed:

-   -   1. launch 100 of the following, general Rosetta protocol (40,000         total predictions):         AbinitioRelax.default.linuxgccrelease -in:file:fasta         ./seq_name.fasta -in:file:frag3 ./aat000_03_05 name.200 v1_3         -in:file:frag9 ./aat000_09_05_name.200 v_3 -abinitio:relax         -dump_connect_info -connect_info_cutoff 0 -use_truncated_termini         false -nstruct 400 -out:file:silent ./name.silent         -out:path/out/file/path/ -relax::fast -abinitio::increase_cycles         10 -abinitio::rg_reweight 0.5 -abinitio::rsd wt helix 0.5         -abinitio::rsd wt loop 0.5 -use_filters true -psipred_ss2         ./t000_name.psipred_ss2 -kill hairpins ./t000_name.psipred_ss2     -   2. Following the structure prediction, the output file would be         cleaned to remove any lines that could not be handled by the         clustering program (lines when the .silent file was being         written to by multiple copies of the same program). The         following protocol would then be run to generate the true         clustering input (this clustering protocol was not actually used         to supply any information to the actual clustering program, it         simply got the input in the correct form):         cluster.linuxgccrelease -in:file: silent ./path/to/file/file.         silent -in:file:fullatom -out:file:silent         ./out/path/clustered_name.silent -cluster:radius -1         -score:weights score3     -   3. All of the pdb files were released with the following and         moved into their own directory:         extract_pdbs.linuxgccrelease -in:file:fullatom -in:file:silent         ./clustering_file. silent     -   4. These were then clustered with a custom program (single         batch_full_cluster.sh on the github page below) that performed         k-means clustering where k=40. This program used pymol for         structure alignment and is easily customizable to cluster based         on subsequences in the structure. This program is available via         a github page⁶⁴. This program was customized for a 64 core         compute node using a Slurm job manager but can easily be tuned         for alternative workstations. Generally, it launches a program         that assigns a data chunk (structures to be assigned to a         center) to each cpu along with the current centers. Each chuck         is then independently clustered and each clustering program         writes its output. Then a center update program is launched to         update the means and the process repeated. This gives a number         of useful outputs including: pdb files of the cluster centers         (these are average structures so atom placement may be         nonsensical but strong structural elements of clusters are         visually quite apparent), a file concerning the amount the         centers moved in a given cycle, a file of text mapping the         center structure to the size of its cluster, another file         mapping (for each cycle) the center to a list of all pdbs in the         cluster (used for energy analysis later on).     -   5. Next, the individual structural averages were clustered         because due to initial starting conditions two (or more)         clusters may actually be the ‘same’. To accomplish this, the 40         centers were hierarchically clustered using the         cluster_means_2.sh script. To visualize this result required the         following two pieces of data: the resulting pickle file from the         cluster_means_2 script along with a *.txt file containing the         dictionary of the final rounds' center-to-cluster size (taken         from the final dictionary of the clusters_new.txt file generated         from the clustering program). Visualization was then performed         with plot_dendrogram.py to make a dendrogram of the centers.     -   6. Further visualization and sequence-to-sequence analysis was         performed using heatmaps. To make a heatmap, all center         distances (for either the same sequence or two different         sequences) were calculated with the two_structure_distance.sh         script. This script is used by providing the path to the two         directories containing the centers (note only the centers should         be in this directory) along with the output files generated by         the plot_dendrogram.py program. The distance pickle file is then         plotted with plot_heatmap.py     -   7. Manual inspection of the dendrogram and heatmap allow for         cluster family determination as typically many clusters actually         represent the same overall structure. Once families are         determined, structures that best represent the family are chosen         by energy and root mean square deviation (RMSD) analysis.     -   8. Energy analysis is performed with the energy_analysis.sh         program. Generally, this script takes a text file that lists all         the centers that represent a given structure for each family and         outputs the energy and in family RMSD between the five lowest         energy structures in each cluster and the rest of the family. In         the following example there are two families where the first         family is represented by center_1 and 2 from the initial         clustering and family two was represented by a single center.         Thus this program would located the 5 lowest energy structures         for center_1, 2 and 3 and calculate the in family RMSD for         each—so 10 possible structures for family 1 and five for family         2.         -   Example             -   Center 1, center_2             -   Center 3         -   This program would then also release the .pdbs for each of             the structures analyzed (15 in total here) and a summary csv             file.     -   9. Following this analysis the best representative structures         were determined by a combination of lowest energy and smallest         in family RMSD (with this taking precedence).

In an attempt to rationalize the Ala scan results, Rosetta ab initio structure prediction was used to model MP01. These models are only used to lend molecular insight and guide experimental design, not to assign an absolute conformation. Structure clustering suggested a dominant family with several smaller, but similar neighbors. Representative structures were extracted from each family using a combination of low in-cluster energy and low in-cluster root mean square deviation (RMSD). The predominant family accounted for 45.9% of structures and possessed the lowest average Rosetta energy (REU); however, the energy difference between it and those of other clusters was minimal. This slight energy difference, along with the lack of a defined folding funnel for any of the representative structures suggested that this sequence may be structurally flexible and lack a defined conformation or that the minima wasn't sampled or scored properly. Lacking biophysical data to select just one conformation as our model, a multistate modeling approach was adopted to understand this sequence and its variants with the hypothesis that these predicted states or states similar to them may still be partially populated. The landscape predominantly suggested random coils flanking both sides of an alpha helix that possessed the active cysteine in its N-terminal region. Without being bound by any theory, sidechain-based activation of the cysteine is not believed to predominate due to minimal decreased reactivity for nearly all polar and charged residue-to-alanine mutants (H2, K4, K6, T8, K9, D10, S14, H18, H19 and K20). Structure-based activation (through a macromolecular dipole) along with small molecule-induced activation could not be ruled out as several residues that are predicted in hydrophobic interactions (which may stabilize a reactive conformation or interact with the CA) were necessary for reactivity.

Here the properties of a midsized peptide were examined with a particular interest in their effect on its reactivity. These features spanned from the effects of individual residues to structural considerations and substrate interactions. At the residue level, it appeared that select hydrophobic residues were critical for reaction, while many other sites could be mutated to alanine with marginal or beneficial change. Mixing insights from structural landscape modeling with residue mutagenesis, the properties of this sequence were improved. These believed residue-to-structural level effects suggested a flexible peptide. Importantly, through these studies it was found that residues distant from the reactive cysteine in primary sequence, as well as predicted to be spatially distant, could significantly alter the peptides' reactivity. Without being bound by any theory, it was hypothesized that the effects of these mutations alter MP01's structural landscape or its ability to interact with the CA. This peptide also showed sensitivity to truncation and denaturant addition, both of which had important, and detrimental consequences. Ultimately this uncovered that the peptide alters its structure in response to the small molecule probe, even under noncovalent conditions.

The use of structural modeling and landscape analysis was beneficial but must also be carefully considered in view of the length of the miniproteins. The modeling helped locate several mutations that were not obvious given only the amino acid sequence. Most notable of these was the A17E mutation. Given such a short sequence and the experimentally observed CD spectra, the unlabeled MP01 might actually display significantly more random-coil behavior than predicted. The modeling is useful to think about the possible accessible states, not necessarily representative of all states.

MP01 supports the notion that function can be achieved without possessing a single native conformation. In this regard, MP01-Gen4 is reminiscent of intrinsically disordered proteins that undergo disorder-to-order transitions upon performing their function⁶⁵⁻⁶⁷ Without being bound by any theory, the observed conformation change of MP01-Gen4 upon binding to the CA may be driven by an interaction (akin to an induced fit mechanism). Alternatively, without being bound by any theory, the CA may act as more of a conformation selection probe that binds to a given subpopulation of MP01 structures, thus, stabilizing the structure.

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INCORPORATION BY REFERENCE

All US and PCT patent application publications and US patents cited herein are hereby incorporated by reference in their entirety as if each individual publication or patent was specifically and individually indicated to be incorporated by reference. In case of conflict, the present application, including any definitions herein, will control.

EQUIVALENTS

While specific embodiments of the subject invention have been discussed, the above specification is illustrative and not restrictive. Many variations of the invention will become apparent to those skilled in the art upon review of this specification and the claims below. The full scope of the invention should be determined by reference to the claims, along with their full scope of equivalents, and the specification, along with such variations. 

1. A peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158.
 2. The peptide of claim 1, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-34.
 3. The peptide of claim 1, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 35-59.
 4. The peptide of claim 1, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 60-158.
 5. The peptide of claim 1, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81-113, and 115-158.
 6. The peptide of claim 1, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81, 82, 90, 97, 98, 104, 106-113, 115-123, 133, and 144-158.
 7. The peptide of claim 1, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 124-132 and 136-143.
 8. The peptide of claim 1, wherein the peptide consists of an amino acid sequence having 1, 2, 3, 4, 5, or 6 point mutations compared to a peptide of SEQ ID NO:
 13. 9. The peptide of claim 1, wherein the peptide consists of an amino acid sequence having 1, 2, or 3 point mutations compared to a peptide selected from the group consisting of SEQ ID NOs: 1-158.
 10. The peptide of claim 8, wherein the point mutations are one or more of M1A, M1L, H2A, H2N, Q3A, Q3E, K4A, Y5A, K6A, M7A, M7K, T8A, K9A, D10A, C11A, C11S, F12A, F13A, S14A, F15A, L16A, A17E, H18A, H19A, H19V, H19L, K20A, K21A, R22A, K23A, L24A, Y25A, P26A, and M27A.
 11. The peptide of claim 8, wherein the point mutations are one or more of MIL, H2N, Q3E, M7K, T8A, K9A, D10A, S14A, A17E, H19A, H19V, H19L, K20A, and P26A.
 12. The peptide of claim 8, wherein the point mutations are one or more of MIL, H2N, Q3E, M7K, T8A, D10A, S14A, A17E, and H19L.
 13. The peptide of claim 8, wherein the point mutations are one or more of T8A, D10A, S14A, and H19L.
 14. The peptide of claim 1, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158.
 15. The peptide of claim 14, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-34.
 16. The peptide of claim 14, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 35-59.
 17. The peptide of claim 14, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 60-158.
 18. The peptide of claim 14, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81-113, and 115-158.
 19. The peptide of claim 14, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 12, 13, 61-64, 66, 67, 69-71, 81, 82, 90, 97, 98, 104, 106-113, 115-123, 133, and 144-158.
 20. The peptide of claim 14, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 124-132 and 136-143.
 21. The peptide of claim 1, wherein the amino acid sequence has at least 98% homology.
 22. The peptide of claim 1, wherein the amino acid sequence has at least 99% homology.
 23. The peptide of claim 1, wherein the amino acid sequence has 100% homology.
 24. A conjugate, comprising a peptide of claim 1; and an antibody, a drug, a polypeptide, a protein, or a probe.
 25. The conjugate of claim 24, comprising the peptide and a drug.
 26. The conjugate of claim 25, wherein the drug is selected from the group consisting of amanitin, anthramycin, auristatin E, auristatin F, calicheamicin, camptothecin, CC-1065, DM1, DM4, dolastatin 10, doxorubicin, duocarmycin A, irinotecan, maytansine, monomethylauristatin E, monomethylauristatin F, N-acetyl-γ-calicheamicin dimethyl hydrazide, pyrrolobenzodiazepine (PBD) dimer, SG2000, SG2202, SN-38, and TZT-102.7
 27. The conjugate of claim 24, comprising the peptide and a polypeptide.
 28. The conjugate of claim 24, comprising the peptide and a protein.
 29. The conjugate of claim 28, wherein the peptide is attached to the protein at the C-terminus or at the N-terminus.
 30. The conjugate of claim 28, wherein the peptide is attached to the protein at the N-terminus.
 31. The conjugate of claim 28, wherein the protein is selected from the group consisting of sortase A, c-Myc, glutathione S-transferase (GST), hemagglutinin (HA), and maltose-binding protein.
 32. The conjugate of claim 31, wherein the protein is sortase A.
 33. The conjugate of claim 28, wherein the protein is an antibody.
 34. The conjugate of claim 33, wherein the antibody is selected from the group consisting of protein A, protein G, protein A/G, and protein L.
 35. The conjugate of claim 24, comprising the peptide and a probe.
 36. The conjugate of claim 27, further comprising a probe.
 37. The conjugate of claim 35, wherein the probe is a capture agent.
 38. The conjugate of claim 37, wherein the capture agent comprises a moiety selected from the group consisting of biotin, avidin, streptavidin, and histidine-tag.
 39. The conjugate of claim 38, wherein the capture agent comprises a biotin moiety.
 40. The conjugate of claim 35, wherein the probe is a fluorophore.
 41. The conjugate of claim 40, wherein the fluorophore comprises a moiety selected from the group consisting of ALEXA FLUOR® 350, ALEXA FLUOR® 405, ALEXA FLUOR® 430, ALEXA FLUOR® 488, ALEXA FLUOR® 514, ALEXA FLUOR® 532, ALEXA FLUOR® 546, ALEXA FLUOR® 555, ALEXA FLUOR® 568, ALEXA FLUOR® 594, ALEXA FLUOR® 610, ALEXA FLUOR® 633, ALEXA FLUOR® 635, ALEXA FLUOR® 647, ALEXA FLUOR® 660, ALEXA FLUOR® 680, ALEXA FLUOR® 700, ALEXA FLUOR® 750, ALEXA FLUOR® 790, AMCA, bimane, BODIPY, BODIPY 530/550, BODIPY 558/568, BODIPY 564/570, BODIPY 576/589, BODIPY 581/591, BODIPY 630/650, BODIPY 650/665, BODIPY FL, BODIPY R6G, BODIPY TMR, BODIPY TR, cascade blue dye, cascade yellow dye, dansyl, dapoxyl dye, dialkylaminocoumarin, 2′,7′-dichlorofluorescein, 4′,5′-dichloro-2′,7′-dimethoxy-fluorescein (JOE), eosin, fluorescein, hydroxycoumarin, lissamine rhodamine B, malachite green, marina blue dye, methoxycoumarin, naphthofluorescein, NBD, Oregon green 488, Oregon green 514, pacific blue dye, pacific orange dye, pyMPO, pyrene, QSY 7, QSY 9, QSY 35, QSY 21, rhodamine 6G, rhodamine green dye, rhodamine red dye, Texas red dye, tetramethyl-rhodamine (TMR), and X-rhodamine.
 42. The conjugate of claim 35, wherein the probe is a dye.
 43. The conjugate of claim 42, wherein the dye comprises Coomassie blue
 44. The conjugate of claim 35, wherein the probe is covalently bound to a cysteine residue.
 45. A method of conjugating a peptide, comprising: providing an aqueous solution comprising a peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158; adding to the solution a reactive drug or a reactive probe; thereby covalently binding the drug or the probe to the peptide at one amino acid residue to produce a conjugated peptide.
 46. A method of conjugating a fusion protein, comprising: providing an aqueous solution comprising a fusion protein, wherein the fusion protein comprises a protein and a peptide consisting of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158, or a protein and a peptide consisting of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158; adding to the solution a reactive drug or a reactive probe; thereby covalently binding the drug or the probe to the fusion protein at one amino acid residue to produce a conjugated fusion protein.
 47. The method of claim 45, wherein the peptide consists of an amino acid sequence selected from the group consisting of SEQ ID NOs: 1-158.
 48. The method of claim 45, wherein the peptide consists of an amino acid sequence having at least 95% homology with a peptide selected from the group consisting of SEQ ID NOs: 1-158.
 49. The method of claim 46, wherein the peptide is attached to the protein at the C-terminus or at the N-terminus.
 50. The method of claim 46, wherein the peptide is attached to the protein at the N-terminus.
 51. The method of claim 46, wherein the protein is selected from the group consisting of sortase A, c-Myc, glutathione S-transferase (GST), hemagglutinin (HA), and maltose-binding protein.
 52. The method of claim 51, wherein the protein is sortase A.
 53. The method of claim 46, wherein the protein is an antibody.
 54. The method of claim 53, wherein the antibody is selected from the group consisting of protein A, protein G, protein A/G, and protein L.
 55. The method of claim 45, wherein the probe is a capture agent.
 56. The method of claim 55, wherein the capture agent comprises a biotin moiety.
 57. The method of claim 45, wherein the probe is a fluorophore.
 58. The method of claim 45, wherein the probe is a dye.
 59. The method of claim 45, wherein the probe is covalently bound to a cysteine residue. 